Submitting job: /common/home/users/d/dh.huang.2023/code/logical-reasoning/scripts/tune-mgtv.sh Current Directory: /common/home/users/d/dh.huang.2023/code/logical-reasoning Tue Jul 23 10:50:48 2024 +-----------------------------------------------------------------------------------------+ | NVIDIA-SMI 550.90.07 Driver Version: 550.90.07 CUDA Version: 12.4 | |-----------------------------------------+------------------------+----------------------+ | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |=========================================+========================+======================| | 0 NVIDIA L40 On | 00000000:81:00.0 Off | 0 | | N/A 52C P8 43W / 300W | 1MiB / 46068MiB | 0% Default | | | | N/A | +-----------------------------------------+------------------------+----------------------+ +-----------------------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=========================================================================================| | No running processes found | +-----------------------------------------------------------------------------------------+ Linux lagoon 4.18.0-553.5.1.el8_10.x86_64 #1 SMP Thu Jun 6 09:41:19 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux NAME="Rocky Linux" VERSION="8.10 (Green Obsidian)" ID="rocky" ID_LIKE="rhel centos fedora" VERSION_ID="8.10" PLATFORM_ID="platform:el8" PRETTY_NAME="Rocky Linux 8.10 (Green Obsidian)" ANSI_COLOR="0;32" LOGO="fedora-logo-icon" CPE_NAME="cpe:/o:rocky:rocky:8:GA" HOME_URL="https://rockylinux.org/" BUG_REPORT_URL="https://bugs.rockylinux.org/" SUPPORT_END="2029-05-31" ROCKY_SUPPORT_PRODUCT="Rocky-Linux-8" ROCKY_SUPPORT_PRODUCT_VERSION="8.10" REDHAT_SUPPORT_PRODUCT="Rocky Linux" REDHAT_SUPPORT_PRODUCT_VERSION="8.10" Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian CPU(s): 128 On-line CPU(s) list: 0-127 Thread(s) per core: 2 Core(s) per socket: 64 Socket(s): 1 NUMA node(s): 1 Vendor ID: AuthenticAMD CPU family: 25 Model: 1 Model name: AMD EPYC 7763 64-Core Processor Stepping: 1 CPU MHz: 2450.000 CPU max MHz: 3529.0520 CPU min MHz: 1500.0000 BogoMIPS: 4891.15 Virtualization: AMD-V L1d cache: 32K L1i cache: 32K L2 cache: 512K L3 cache: 32768K NUMA node0 CPU(s): 0-127 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 invpcid_single hw_pstate ssbd mba ibrs ibpb stibp vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local clzero irperf xsaveerptr wbnoinvd amd_ppin brs arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload vgif v_spec_ctrl umip pku ospke vaes vpclmulqdq rdpid overflow_recov succor smca fsrm MemTotal: 527669148 kB Tuning meta-llama/Meta-Llama-3-8B-Instruct with config/llama3-8b_lora_sft_bf16-p1_en.yaml Current Directory: /common/home/users/d/dh.huang.2023/code/logical-reasoning/llama-factory config/llama3-8b_lora_sft_bf16-p1_en.yaml: { "model_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "stage": "sft", "do_train": true, "finetuning_type": "lora", "lora_target": "all", "loraplus_lr_ratio": 16.0, "upcast_layernorm": true, "dataset": "alpaca_mgtv_p1_en", "template": "llama3", "cutoff_len": 4096, "max_samples": 25000, "overwrite_cache": true, "preprocessing_num_workers": 16, "output_dir": "saves/llama3-8b/lora/sft_bf16_p1_full_en", "logging_steps": 10, "save_steps": 117, "plot_loss": true, "per_device_train_batch_size": 8, "gradient_accumulation_steps": 8, "learning_rate": 0.0001, "num_train_epochs": 1.0, "lr_scheduler_type": "cosine", "warmup_ratio": 0.1, "bf16": true, "ddp_timeout": 180000000, "val_size": 0.1, "per_device_eval_batch_size": 1, "eval_strategy": "steps", "eval_steps": 175, "report_to": "wandb", "run_name": "llama3_8b_p1_en" } 07/23/2024 10:50:57 - INFO - llamafactory.hparams.parser - Process rank: 0, device: cuda:0, n_gpu: 1, distributed training: False, compute dtype: torch.bfloat16 [INFO|tokenization_utils_base.py:2108] 2024-07-23 10:50:58,192 >> loading file tokenizer.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 10:50:58,192 >> loading file added_tokens.json from cache at None [INFO|tokenization_utils_base.py:2108] 2024-07-23 10:50:58,192 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/special_tokens_map.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 10:50:58,192 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer_config.json [WARNING|logging.py:314] 2024-07-23 10:50:58,406 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. 07/23/2024 10:50:58 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> 07/23/2024 10:50:58 - INFO - llamafactory.data.template - Add pad token: <|eot_id|> 07/23/2024 10:50:58 - INFO - llamafactory.data.loader - Loading dataset alpaca_mgtv_p1_en.json... Converting format of dataset (num_proc=16): 0%| | 0/25000 [00:00> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 10:51:05,399 >> Model config LlamaConfig { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|modeling_utils.py:3474] 2024-07-23 10:51:05,483 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/model.safetensors.index.json [INFO|modeling_utils.py:1519] 2024-07-23 10:51:05,484 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. [INFO|configuration_utils.py:962] 2024-07-23 10:51:05,485 >> Generate config GenerationConfig { "bos_token_id": 128000, "eos_token_id": 128009 } input_ids: [128000, 128006, 882, 128007, 271, 2675, 527, 279, 3552, 315, 264, 12496, 1847, 13, 578, 5718, 315, 279, 1847, 527, 439, 11263, 1473, 197, 16, 13, 197, 78646, 690, 5371, 264, 25649, 627, 197, 17, 13, 197, 78646, 649, 2610, 4860, 311, 6994, 43775, 323, 1456, 311, 11886, 279, 25649, 627, 197, 18, 13, 197, 2520, 1855, 3488, 11, 279, 3552, 690, 4320, 449, 832, 315, 279, 2768, 4330, 2671, 3196, 389, 279, 5150, 6671, 25, 7566, 11, 2360, 11, 1252, 15693, 11, 41070, 4320, 11, 477, 82957, 34685, 627, 197, 19, 13, 33026, 4320, 4250, 2997, 904, 5217, 2038, 11, 6463, 649, 904, 3492, 304, 279, 2671, 387, 40542, 13, 1789, 3187, 11, 1054, 2822, 863, 4250, 387, 66663, 311, 1054, 45, 113068, 197, 20, 13, 197, 78646, 1205, 311, 24499, 323, 13967, 1505, 279, 4495, 4320, 311, 279, 25649, 3196, 389, 279, 14847, 382, 5618, 26549, 49553, 311, 1521, 5718, 994, 36864, 13324, 529, 4860, 382, 47, 15294, 25, 763, 279, 14458, 315, 1901, 12301, 11, 1070, 374, 264, 13314, 430, 1475, 1060, 11, 994, 279, 24322, 3280, 369, 14155, 11966, 30782, 11, 832, 315, 279, 7928, 14155, 11966, 304, 279, 2115, 61370, 2085, 264, 11917, 13, 578, 61921, 527, 87420, 555, 420, 25885, 382, 29223, 6671, 25, 578, 8206, 6656, 704, 311, 387, 5552, 311, 459, 2362, 37500, 13, 3277, 568, 574, 3995, 11, 568, 1047, 21536, 304, 3021, 449, 264, 6366, 3828, 13, 2435, 1047, 7378, 311, 32918, 994, 279, 3280, 369, 66747, 14155, 11966, 11721, 13, 2030, 25382, 1047, 264, 1648, 315, 5737, 29862, 389, 1274, 13, 578, 3828, 8636, 304, 264, 1841, 11677, 389, 279, 13306, 1938, 13, 18449, 50009, 11, 279, 37500, 6773, 311, 6227, 813, 28530, 555, 39098, 279, 7928, 14155, 11966, 1475, 1060, 323, 10917, 1124, 304, 4156, 315, 1077, 25165, 13, 1115, 1180, 315, 45972, 8738, 369, 1690, 1667, 11, 10671, 264, 26454, 13314, 304, 279, 14458, 382, 14924, 505, 13324, 25, 14910, 279, 58835, 4510, 304, 279, 29913, 30, 128009, 128006, 78191, 128007, 271, 2822, 128009] inputs: <|begin_of_text|><|start_header_id|>user<|end_header_id|> You are the host of a logic game. The rules of the game are as follows: 1. Participants will receive a puzzle. 2. Participants can ask questions to obtain clues and try to solve the puzzle. 3. For each question, the host will answer with one of the following five options based on the actual situation: Yes, No, Unimportant, Correct answer, or Incorrect questioning. 4. The answer cannot include any additional information, nor can any word in the options be omitted. For example, “No” cannot be shortened to “N”. 5. Participants need to infer and ultimately find the correct answer to the puzzle based on the responses. Please strictly adhere to these rules when answering participants’ questions. Puzzle: In the village of Zhen, there is a legend that every year, when the harvest season for pumpkins arrives, one of the largest pumpkins in the field disappears without a trace. The villagers are puzzled by this phenomenon. Actual situation: The truth turned out to be related to an old farmer. When he was young, he had fallen in love with a beautiful girl. They had agreed to marry when the season for harvesting pumpkins arrived. But fate had a way of playing tricks on people. The girl died in a car accident on the wedding day. Heartbroken, the farmer decided to remember his beloved by stealing the largest pumpkins every year and putting them in front of her grave. This act of kindness continued for many years, becoming a mysterious legend in the village. Question from participants: Did the thief believe in the gods?<|eot_id|><|start_header_id|>assistant<|end_header_id|> No<|eot_id|> label_ids: [-100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, 2822, 128009] labels: No<|eot_id|> Loading checkpoint shards: 0%| | 0/4 [00:00> All model checkpoint weights were used when initializing LlamaForCausalLM. [INFO|modeling_utils.py:4288] 2024-07-23 10:51:14,466 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at meta-llama/Meta-Llama-3-8B-Instruct. If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training. [INFO|configuration_utils.py:917] 2024-07-23 10:51:14,707 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/generation_config.json [INFO|configuration_utils.py:962] 2024-07-23 10:51:14,707 >> Generate config GenerationConfig { "bos_token_id": 128000, "do_sample": true, "eos_token_id": [ 128001, 128009 ], "max_length": 4096, "temperature": 0.6, "top_p": 0.9 } 07/23/2024 10:51:14 - INFO - llamafactory.model.model_utils.checkpointing - Upcasting layernorm weights in float32. 07/23/2024 10:51:14 - INFO - llamafactory.model.model_utils.checkpointing - Gradient checkpointing enabled. 07/23/2024 10:51:14 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. 07/23/2024 10:51:14 - INFO - llamafactory.model.adapter - Upcasting trainable params to float32. 07/23/2024 10:51:14 - INFO - llamafactory.model.adapter - Fine-tuning method: LoRA 07/23/2024 10:51:14 - INFO - llamafactory.model.model_utils.misc - Found linear modules: v_proj,down_proj,o_proj,gate_proj,q_proj,k_proj,up_proj 07/23/2024 10:51:15 - INFO - llamafactory.model.loader - trainable params: 20,971,520 || all params: 8,051,232,768 || trainable%: 0.2605 Detected kernel version 4.18.0, which is below the recommended minimum of 5.5.0; this can cause the process to hang. It is recommended to upgrade the kernel to the minimum version or higher. [INFO|trainer.py:641] 2024-07-23 10:51:15,307 >> Using auto half precision backend 07/23/2024 10:51:16 - INFO - llamafactory.train.trainer_utils - Using LoRA+ optimizer with loraplus lr ratio 16.00. [INFO|trainer.py:2078] 2024-07-23 10:51:17,049 >> ***** Running training ***** [INFO|trainer.py:2079] 2024-07-23 10:51:17,049 >> Num examples = 22,500 [INFO|trainer.py:2080] 2024-07-23 10:51:17,049 >> Num Epochs = 1 [INFO|trainer.py:2081] 2024-07-23 10:51:17,049 >> Instantaneous batch size per device = 8 [INFO|trainer.py:2084] 2024-07-23 10:51:17,049 >> Total train batch size (w. parallel, distributed & accumulation) = 64 [INFO|trainer.py:2085] 2024-07-23 10:51:17,049 >> Gradient Accumulation steps = 8 [INFO|trainer.py:2086] 2024-07-23 10:51:17,049 >> Total optimization steps = 351 [INFO|trainer.py:2087] 2024-07-23 10:51:17,052 >> Number of trainable parameters = 20,971,520 [INFO|integration_utils.py:723] 2024-07-23 10:51:17,055 >> Automatic Weights & Biases logging enabled, to disable set os.environ["WANDB_DISABLED"] = "true" wandb: Currently logged in as: inflaton-sg (inflaton-ai). Use `wandb login --relogin` to force relogin wandb: wandb version 0.17.5 is available! To upgrade, please run: wandb: $ pip install wandb --upgrade wandb: Tracking run with wandb version 0.17.4 wandb: Run data is saved locally in /common2/dh.huang.2023/code/logical-reasoning/llama-factory/wandb/run-20240723_105118-x0xcpazu wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run llama3_8b_p1_en wandb: ⭐️ View project at https://wandb.ai/inflaton-ai/huggingface wandb: 🚀 View run at https://wandb.ai/inflaton-ai/huggingface/runs/x0xcpazu 0%| | 0/351 [00:00> Saving model checkpoint to saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-117 /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 11:23:08,310 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 11:23:08,311 >> Model config LlamaConfig { "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|tokenization_utils_base.py:2513] 2024-07-23 11:23:08,528 >> tokenizer config file saved in saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-117/tokenizer_config.json [INFO|tokenization_utils_base.py:2522] 2024-07-23 11:23:08,530 >> Special tokens file saved in saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-117/special_tokens_map.json 34%|███▎ | 118/351 [31:59<1:13:01, 18.80s/it] 34%|███▍ | 119/351 [32:15<1:09:57, 18.09s/it] 34%|███▍ | 120/351 [32:31<1:07:33, 17.55s/it] 34%|███▍ | 120/351 [32:31<1:07:33, 17.55s/it] 34%|███▍ | 121/351 [32:48<1:05:42, 17.14s/it] 35%|███▍ | 122/351 [33:04<1:04:29, 16.90s/it] 35%|███▌ | 123/351 [33:20<1:03:27, 16.70s/it] 35%|███▌ | 124/351 [33:36<1:02:43, 16.58s/it] 36%|███▌ | 125/351 [33:53<1:01:59, 16.46s/it] 36%|███▌ | 126/351 [34:09<1:01:28, 16.39s/it] 36%|███▌ | 127/351 [34:25<1:00:57, 16.33s/it] 36%|███▋ | 128/351 [34:41<1:00:38, 16.31s/it] 37%|███▋ | 129/351 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'learning_rate': 9.951340343707852e-05, 'epoch': 0.14} {'loss': 0.3922, 'grad_norm': 2.5885298252105713, 'learning_rate': 9.857450191464337e-05, 'epoch': 0.17} {'loss': 0.3613, 'grad_norm': 2.040252685546875, 'learning_rate': 9.715284516915303e-05, 'epoch': 0.2} {'loss': 0.351, 'grad_norm': 1.8913272619247437, 'learning_rate': 9.526256226405075e-05, 'epoch': 0.23} {'loss': 0.3588, 'grad_norm': 1.8572293519973755, 'learning_rate': 9.292243968009331e-05, 'epoch': 0.26} {'loss': 0.3693, 'grad_norm': 3.4878339767456055, 'learning_rate': 9.015573460686509e-05, 'epoch': 0.28} {'loss': 0.3398, 'grad_norm': 2.166025400161743, 'learning_rate': 8.69899438023792e-05, 'epoch': 0.31} {'loss': 0.3811, 'grad_norm': 3.0437614917755127, 'learning_rate': 8.345653031794292e-05, 'epoch': 0.34} {'loss': 0.3295, 'grad_norm': 0.9472375512123108, 'learning_rate': 7.959061080421839e-05, 'epoch': 0.37} {'loss': 0.3178, 'grad_norm': 2.500868797302246, 'learning_rate': 7.543060650617158e-05, 'epoch': 0.4} {'loss': 0.3304, 'grad_norm': 0.9432317018508911, 'learning_rate': 7.101786141547828e-05, 'epoch': 0.43} {'loss': 0.2967, 'grad_norm': 2.2306506633758545, 'learning_rate': 6.639623137536023e-05, 'epoch': 0.46} {'loss': 0.319, 'grad_norm': 0.8778718709945679, 'learning_rate': 6.161164822151213e-05, 'epoch': 0.48} 0%| | 0/2500 [00:00> Saving model checkpoint to saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-234 /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 11:57:56,465 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 11:57:56,466 >> Model config LlamaConfig { "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|tokenization_utils_base.py:2513] 2024-07-23 11:57:56,658 >> tokenizer config file saved in saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-234/tokenizer_config.json [INFO|tokenization_utils_base.py:2522] 2024-07-23 11:57:56,659 >> Special tokens file saved in saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-234/special_tokens_map.json 67%|██████▋ | 235/351 [1:06:47<32:04, 16.59s/it] 67%|██████▋ | 236/351 [1:07:03<31:32, 16.46s/it] 68%|██████▊ | 237/351 [1:07:19<31:11, 16.42s/it] 68%|██████▊ | 238/351 [1:07:35<30:43, 16.31s/it] 68%|██████▊ | 239/351 [1:07:52<30:32, 16.36s/it] 68%|██████▊ | 240/351 [1:08:08<30:20, 16.40s/it] 68%|██████▊ | 240/351 [1:08:08<30:20, 16.40s/it] 69%|██████▊ | 241/351 [1:08:25<30:04, 16.40s/it] 69%|██████▉ | 242/351 [1:08:41<29:45, 16.38s/it] 69%|██████▉ | 243/351 [1:08:57<29:21, 16.31s/it] 70%|██████▉ | 244/351 [1:09:13<29:02, 16.28s/it] 70%|██████▉ | 245/351 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[INFO|trainer.py:3721] 2024-07-23 12:29:26,635 >> Num examples = 2500 [INFO|trainer.py:3724] 2024-07-23 12:29:26,635 >> Batch size = 1 {'eval_loss': 0.30235692858695984, 'eval_accuracy': 0.8814, 'eval_runtime': 185.5827, 'eval_samples_per_second': 13.471, 'eval_steps_per_second': 13.471, 'epoch': 0.5} {'loss': 0.2929, 'grad_norm': 0.8223934173583984, 'learning_rate': 5.6711663290882776e-05, 'epoch': 0.51} {'loss': 0.3213, 'grad_norm': 1.266650676727295, 'learning_rate': 5.174497483512506e-05, 'epoch': 0.54} {'loss': 0.298, 'grad_norm': 1.6002910137176514, 'learning_rate': 4.6760944035492404e-05, 'epoch': 0.57} {'loss': 0.3026, 'grad_norm': 1.1261004209518433, 'learning_rate': 4.180910442924312e-05, 'epoch': 0.6} {'loss': 0.2883, 'grad_norm': 1.0286012887954712, 'learning_rate': 3.6938669623093084e-05, 'epoch': 0.63} {'loss': 0.2907, 'grad_norm': 0.8187048435211182, 'learning_rate': 3.219804418628216e-05, 'epoch': 0.65} {'loss': 0.3044, 'grad_norm': 0.8942747712135315, 'learning_rate': 2.7634342584218365e-05, 'epoch': 0.68} {'loss': 0.2961, 'grad_norm': 0.727267861366272, 'learning_rate': 2.3292920933753566e-05, 'epoch': 0.71} {'loss': 0.2796, 'grad_norm': 0.8583217859268188, 'learning_rate': 1.9216926233717085e-05, 'epoch': 0.74} {'loss': 0.3173, 'grad_norm': 1.7549808025360107, 'learning_rate': 1.544686755065677e-05, 'epoch': 0.77} {'loss': 0.2876, 'grad_norm': 0.6688128709793091, 'learning_rate': 1.2020213421536103e-05, 'epoch': 0.8} {'loss': 0.2883, 'grad_norm': 1.2824373245239258, 'learning_rate': 8.971019474580427e-06, 'epoch': 0.82} {'loss': 0.297, 'grad_norm': 0.7447220087051392, 'learning_rate': 6.329589969143518e-06, 'epoch': 0.85} {'loss': 0.2981, 'grad_norm': 0.8406574726104736, 'learning_rate': 4.122176618363305e-06, 'epoch': 0.88} {'loss': 0.2747, 'grad_norm': 0.814134955406189, 'learning_rate': 2.3707176878426884e-06, 'epoch': 0.91} {'loss': 0.2618, 'grad_norm': 0.7291685342788696, 'learning_rate': 1.0926199633097157e-06, 'epoch': 0.94} {'loss': 0.2919, 'grad_norm': 0.7948096990585327, 'learning_rate': 3.0058575416073707e-07, 'epoch': 0.97} {'loss': 0.2811, 'grad_norm': 0.6024770140647888, 'learning_rate': 2.486652202848827e-09, 'epoch': 1.0} 0%| | 0/2500 [00:00> Saving model checkpoint to saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-351 /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 12:32:49,327 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 12:32:49,328 >> Model config LlamaConfig { "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|tokenization_utils_base.py:2513] 2024-07-23 12:32:49,512 >> tokenizer config file saved in saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-351/tokenizer_config.json [INFO|tokenization_utils_base.py:2522] 2024-07-23 12:32:49,514 >> Special tokens file saved in saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-351/special_tokens_map.json [INFO|trainer.py:2329] 2024-07-23 12:32:50,017 >> Training completed. Do not forget to share your model on huggingface.co/models =) 100%|██████████| 351/351 [1:41:24<00:00, 71.97s/it] 100%|██████████| 351/351 [1:41:24<00:00, 17.33s/it] [INFO|trainer.py:3410] 2024-07-23 12:32:50,022 >> Saving model checkpoint to saves/llama3-8b/lora/sft_bf16_p1_full_en /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 12:32:50,567 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 12:32:50,568 >> Model config LlamaConfig { "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|tokenization_utils_base.py:2513] 2024-07-23 12:32:50,753 >> tokenizer config file saved in saves/llama3-8b/lora/sft_bf16_p1_full_en/tokenizer_config.json [INFO|tokenization_utils_base.py:2522] 2024-07-23 12:32:50,755 >> Special tokens file saved in saves/llama3-8b/lora/sft_bf16_p1_full_en/special_tokens_map.json [INFO|trainer.py:3719] 2024-07-23 12:32:51,295 >> ***** Running Evaluation ***** [INFO|trainer.py:3721] 2024-07-23 12:32:51,295 >> Num examples = 2500 [INFO|trainer.py:3724] 2024-07-23 12:32:51,296 >> Batch size = 1 {'eval_loss': 0.2652902603149414, 'eval_accuracy': 0.8978, 'eval_runtime': 185.6067, 'eval_samples_per_second': 13.469, 'eval_steps_per_second': 13.469, 'epoch': 1.0} {'train_runtime': 6092.965, 'train_samples_per_second': 3.693, 'train_steps_per_second': 0.058, 'train_loss': 0.3456267192322984, 'epoch': 1.0} ***** train metrics ***** epoch = 0.9982 total_flos = 406683840GF train_loss = 0.3456 train_runtime = 1:41:32.96 train_samples_per_second = 3.693 train_steps_per_second = 0.058 Figure saved at: saves/llama3-8b/lora/sft_bf16_p1_full_en/training_loss.png Figure saved at: saves/llama3-8b/lora/sft_bf16_p1_full_en/training_eval_loss.png Figure saved at: saves/llama3-8b/lora/sft_bf16_p1_full_en/training_eval_accuracy.png 0%| | 0/2500 [00:00> Dropping the following result as it does not have all the necessary fields: {'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}, 'metrics': [{'name': 'Accuracy', 'type': 'accuracy', 'value': 0.8963333333333332}]} ***** eval metrics ***** epoch = 0.9982 eval_accuracy = 0.8963 eval_loss = 0.2653 eval_runtime = 0:03:06.28 eval_samples_per_second = 13.421 eval_steps_per_second = 13.421 wandb: - 0.014 MB of 0.014 MB uploaded wandb: \ 0.014 MB of 0.051 MB uploaded wandb: | 0.019 MB of 0.051 MB uploaded wandb: / 0.051 MB of 0.051 MB uploaded wandb: - 0.051 MB of 0.051 MB uploaded wandb: wandb: Run history: wandb: eval/accuracy ▁█▇ wandb: eval/loss █▁▁ wandb: eval/runtime ▁▁█ wandb: eval/samples_per_second ██▁ wandb: eval/steps_per_second ██▁ wandb: train/epoch ▁▁▁▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▆▆▆▆▆▇▇▇▇▇██████ wandb: train/global_step ▁▁▁▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▆▆▆▆▆▇▇▇▇▇██████ wandb: train/grad_norm ▄▃▄▇▃▆▄▄▄█▅▇▂▆▂▅▂▂▃▃▂▂▂▂▁▂▄▁▃▁▂▂▁▁▁ wandb: train/learning_rate ▃▅▇██████▇▇▇▇▆▆▆▅▅▅▄▄▄▃▃▃▂▂▂▂▁▁▁▁▁▁ wandb: train/loss █▃▂▂▂▂▂▂▂▂▂▂▂▁▂▁▁▁▂▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ wandb: wandb: Run summary: wandb: eval/accuracy 0.89633 wandb: eval/loss 0.26527 wandb: eval/runtime 186.2822 wandb: eval/samples_per_second 13.421 wandb: eval/steps_per_second 13.421 wandb: total_flos 4.366734491548385e+17 wandb: train/epoch 0.99822 wandb: train/global_step 351 wandb: train/grad_norm 0.60248 wandb: train/learning_rate 0.0 wandb: train/loss 0.2811 wandb: train_loss 0.34563 wandb: train_runtime 6092.965 wandb: train_samples_per_second 3.693 wandb: train_steps_per_second 0.058 wandb: wandb: 🚀 View run llama3_8b_p1_en at: https://wandb.ai/inflaton-ai/huggingface/runs/x0xcpazu wandb: ⭐️ View project at: https://wandb.ai/inflaton-ai/huggingface wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20240723_105118-x0xcpazu/logs wandb: WARNING The new W&B backend becomes opt-out in version 0.18.0; try it out with `wandb.require("core")`! See https://wandb.me/wandb-core for more information. Tuning meta-llama/Meta-Llama-3-8B-Instruct with config/llama3-8b_lora_sft_bf16-p2_en.yaml Current Directory: /common/home/users/d/dh.huang.2023/code/logical-reasoning/llama-factory config/llama3-8b_lora_sft_bf16-p2_en.yaml: { "model_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "stage": "sft", "do_train": true, "finetuning_type": "lora", "lora_target": "all", "loraplus_lr_ratio": 16.0, "upcast_layernorm": true, "dataset": "alpaca_mgtv_p2_en", "template": "llama3", "cutoff_len": 4096, "max_samples": 25000, "overwrite_cache": true, "preprocessing_num_workers": 16, "output_dir": "saves/llama3-8b/lora/sft_bf16_p2_full_en", "logging_steps": 10, "save_steps": 117, "plot_loss": true, "per_device_train_batch_size": 8, "gradient_accumulation_steps": 8, "learning_rate": 0.0001, "num_train_epochs": 1.0, "lr_scheduler_type": "cosine", "warmup_ratio": 0.1, "bf16": true, "ddp_timeout": 180000000, "val_size": 0.1, "per_device_eval_batch_size": 1, "eval_strategy": "steps", "eval_steps": 175, "report_to": "wandb", "run_name": "llama3_8b_p2_en" } 07/23/2024 12:36:18 - INFO - llamafactory.hparams.parser - Process rank: 0, device: cuda:0, n_gpu: 1, distributed training: False, compute dtype: torch.bfloat16 [INFO|tokenization_utils_base.py:2108] 2024-07-23 12:36:18,808 >> loading file tokenizer.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 12:36:18,808 >> loading file added_tokens.json from cache at None [INFO|tokenization_utils_base.py:2108] 2024-07-23 12:36:18,808 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/special_tokens_map.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 12:36:18,808 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer_config.json [WARNING|logging.py:314] 2024-07-23 12:36:19,034 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. 07/23/2024 12:36:19 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> 07/23/2024 12:36:19 - INFO - llamafactory.data.template - Add pad token: <|eot_id|> 07/23/2024 12:36:19 - INFO - llamafactory.data.loader - Loading dataset alpaca_mgtv_p2_en.json... Converting format of dataset (num_proc=16): 0%| | 0/25000 [00:00> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 12:36:26,943 >> Model config LlamaConfig { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|modeling_utils.py:3474] 2024-07-23 12:36:27,027 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/model.safetensors.index.json [INFO|modeling_utils.py:1519] 2024-07-23 12:36:27,030 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. [INFO|configuration_utils.py:962] 2024-07-23 12:36:27,031 >> Generate config GenerationConfig { "bos_token_id": 128000, "eos_token_id": 128009 } input_ids: [128000, 128006, 882, 128007, 271, 2675, 527, 279, 3552, 315, 264, 10109, 1697, 47576, 1847, 13, 578, 5718, 315, 279, 1847, 527, 439, 11263, 1473, 16, 13, 52878, 690, 5371, 264, 436, 3390, 430, 16964, 264, 4382, 3686, 5107, 311, 3619, 1567, 627, 17, 13, 578, 3552, 8964, 279, 4320, 11, 902, 374, 279, 6425, 311, 279, 436, 3390, 627, 18, 13, 52878, 649, 2610, 904, 8036, 84175, 4860, 311, 45063, 279, 8206, 315, 279, 1567, 627, 19, 13, 1789, 1855, 3488, 11, 279, 3552, 690, 6013, 449, 832, 315, 279, 2768, 4330, 2671, 3196, 389, 279, 5150, 6671, 25, 7566, 11, 2360, 11, 1252, 15693, 11, 41070, 4320, 11, 477, 82957, 34685, 13, 578, 13186, 369, 1855, 2077, 527, 439, 11263, 512, 256, 482, 1442, 279, 436, 3390, 323, 4320, 649, 3493, 459, 4320, 311, 279, 3488, 11, 6013, 449, 25, 7566, 477, 2360, 198, 256, 482, 1442, 279, 436, 3390, 323, 4320, 4250, 6089, 477, 46345, 24499, 459, 4320, 311, 279, 3488, 11, 6013, 449, 25, 1252, 15693, 198, 256, 482, 1442, 279, 25923, 596, 3488, 374, 539, 264, 8036, 84175, 3488, 477, 374, 5107, 311, 3619, 11, 6013, 449, 25, 82957, 34685, 198, 256, 482, 1442, 279, 25923, 596, 3488, 16168, 21667, 279, 8206, 315, 279, 4320, 11, 6013, 449, 25, 41070, 4320, 198, 20, 13, 578, 2077, 2011, 539, 2997, 904, 5217, 2038, 11, 6463, 1288, 904, 3492, 387, 40542, 505, 279, 2671, 13, 1789, 3187, 11, 330, 2822, 1, 4250, 387, 95875, 311, 330, 45, 11690, 5618, 26549, 1833, 1521, 5718, 994, 36864, 279, 25923, 596, 4860, 382, 334, 49, 3390, 68063, 763, 279, 14458, 315, 1901, 12301, 11, 1070, 374, 264, 13314, 430, 1475, 1060, 11, 994, 279, 24322, 3280, 369, 14155, 11966, 30782, 11, 832, 315, 279, 7928, 14155, 11966, 304, 279, 2115, 61370, 2085, 264, 11917, 13, 578, 61921, 527, 87420, 555, 420, 25885, 382, 334, 16533, 68063, 578, 8206, 6656, 704, 311, 387, 5552, 311, 459, 2362, 37500, 13, 3277, 568, 574, 3995, 11, 568, 1047, 21536, 304, 3021, 449, 264, 6366, 3828, 13, 2435, 1047, 7378, 311, 32918, 994, 279, 3280, 369, 66747, 14155, 11966, 11721, 13, 2030, 25382, 1047, 264, 1648, 315, 5737, 29862, 389, 1274, 13, 578, 3828, 8636, 304, 264, 1841, 11677, 389, 279, 13306, 1938, 13, 18449, 50009, 11, 279, 37500, 6773, 311, 6227, 813, 28530, 555, 39098, 279, 7928, 14155, 11966, 1475, 1060, 323, 10917, 1124, 304, 4156, 315, 1077, 25165, 13, 1115, 1180, 315, 45972, 8738, 369, 1690, 1667, 11, 10671, 264, 26454, 13314, 304, 279, 14458, 382, 334, 68604, 596, 3488, 68063, 14910, 279, 58835, 4510, 304, 279, 29913, 5380, 128009, 128006, 78191, 128007, 271, 2822, 128009] inputs: <|begin_of_text|><|start_header_id|>user<|end_header_id|> You are the host of a situational guessing game. The rules of the game are as follows: 1. Participants will receive a riddle that describes a simple yet difficult to understand event. 2. The host knows the answer, which is the solution to the riddle. 3. Participants can ask any closed-ended questions to uncover the truth of the event. 4. For each question, the host will respond with one of the following five options based on the actual situation: Yes, No, Unimportant, Correct answer, or Incorrect questioning. The criteria for each response are as follows: - If the riddle and answer can provide an answer to the question, respond with: Yes or No - If the riddle and answer cannot directly or indirectly infer an answer to the question, respond with: Unimportant - If the participant's question is not a closed-ended question or is difficult to understand, respond with: Incorrect questioning - If the participant's question essentially reveals the truth of the answer, respond with: Correct answer 5. The response must not include any additional information, nor should any word be omitted from the options. For example, "No" cannot be abbreviated to "N". Please strictly follow these rules when answering the participant's questions. **Riddle:** In the village of Zhen, there is a legend that every year, when the harvest season for pumpkins arrives, one of the largest pumpkins in the field disappears without a trace. The villagers are puzzled by this phenomenon. **Answer:** The truth turned out to be related to an old farmer. When he was young, he had fallen in love with a beautiful girl. They had agreed to marry when the season for harvesting pumpkins arrived. But fate had a way of playing tricks on people. The girl died in a car accident on the wedding day. Heartbroken, the farmer decided to remember his beloved by stealing the largest pumpkins every year and putting them in front of her grave. This act of kindness continued for many years, becoming a mysterious legend in the village. **Participant's question:** Did the thief believe in the gods? <|eot_id|><|start_header_id|>assistant<|end_header_id|> No<|eot_id|> label_ids: [-100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, 2822, 128009] labels: No<|eot_id|> Loading checkpoint shards: 0%| | 0/4 [00:00> All model checkpoint weights were used when initializing LlamaForCausalLM. [INFO|modeling_utils.py:4288] 2024-07-23 12:36:45,457 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at meta-llama/Meta-Llama-3-8B-Instruct. If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training. [INFO|configuration_utils.py:917] 2024-07-23 12:36:45,697 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/generation_config.json [INFO|configuration_utils.py:962] 2024-07-23 12:36:45,697 >> Generate config GenerationConfig { "bos_token_id": 128000, "do_sample": true, "eos_token_id": [ 128001, 128009 ], "max_length": 4096, "temperature": 0.6, "top_p": 0.9 } 07/23/2024 12:36:45 - INFO - llamafactory.model.model_utils.checkpointing - Upcasting layernorm weights in float32. 07/23/2024 12:36:45 - INFO - llamafactory.model.model_utils.checkpointing - Gradient checkpointing enabled. 07/23/2024 12:36:45 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. 07/23/2024 12:36:45 - INFO - llamafactory.model.adapter - Upcasting trainable params to float32. 07/23/2024 12:36:45 - INFO - llamafactory.model.adapter - Fine-tuning method: LoRA 07/23/2024 12:36:45 - INFO - llamafactory.model.model_utils.misc - Found linear modules: gate_proj,q_proj,up_proj,down_proj,o_proj,k_proj,v_proj 07/23/2024 12:36:46 - INFO - llamafactory.model.loader - trainable params: 20,971,520 || all params: 8,051,232,768 || trainable%: 0.2605 Detected kernel version 4.18.0, which is below the recommended minimum of 5.5.0; this can cause the process to hang. It is recommended to upgrade the kernel to the minimum version or higher. [INFO|trainer.py:641] 2024-07-23 12:36:46,220 >> Using auto half precision backend 07/23/2024 12:36:47 - INFO - llamafactory.train.trainer_utils - Using LoRA+ optimizer with loraplus lr ratio 16.00. [INFO|trainer.py:2078] 2024-07-23 12:36:47,866 >> ***** Running training ***** [INFO|trainer.py:2079] 2024-07-23 12:36:47,867 >> Num examples = 22,500 [INFO|trainer.py:2080] 2024-07-23 12:36:47,867 >> Num Epochs = 1 [INFO|trainer.py:2081] 2024-07-23 12:36:47,867 >> Instantaneous batch size per device = 8 [INFO|trainer.py:2084] 2024-07-23 12:36:47,867 >> Total train batch size (w. parallel, distributed & accumulation) = 64 [INFO|trainer.py:2085] 2024-07-23 12:36:47,867 >> Gradient Accumulation steps = 8 [INFO|trainer.py:2086] 2024-07-23 12:36:47,867 >> Total optimization steps = 351 [INFO|trainer.py:2087] 2024-07-23 12:36:47,869 >> Number of trainable parameters = 20,971,520 [INFO|integration_utils.py:723] 2024-07-23 12:36:47,872 >> Automatic Weights & Biases logging enabled, to disable set os.environ["WANDB_DISABLED"] = "true" wandb: Currently logged in as: inflaton-sg (inflaton-ai). Use `wandb login --relogin` to force relogin wandb: wandb version 0.17.5 is available! To upgrade, please run: wandb: $ pip install wandb --upgrade wandb: Tracking run with wandb version 0.17.4 wandb: Run data is saved locally in /common2/dh.huang.2023/code/logical-reasoning/llama-factory/wandb/run-20240723_123649-og5qal5s wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run llama3_8b_p2_en wandb: ⭐️ View project at https://wandb.ai/inflaton-ai/huggingface wandb: 🚀 View run at https://wandb.ai/inflaton-ai/huggingface/runs/og5qal5s 0%| | 0/351 [00:00> Saving model checkpoint to saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-117 /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 13:17:38,230 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 13:17:38,231 >> Model config LlamaConfig { "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|tokenization_utils_base.py:2513] 2024-07-23 13:17:38,447 >> tokenizer config file saved in saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-117/tokenizer_config.json [INFO|tokenization_utils_base.py:2522] 2024-07-23 13:17:38,448 >> Special tokens file saved in saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-117/special_tokens_map.json 34%|███▎ | 118/351 [41:01<1:22:41, 21.29s/it] 34%|███▍ | 119/351 [41:22<1:22:07, 21.24s/it] 34%|███▍ | 120/351 [41:43<1:21:23, 21.14s/it] 34%|███▍ | 120/351 [41:43<1:21:23, 21.14s/it] 34%|███▍ | 121/351 [42:04<1:20:47, 21.08s/it] 35%|███▍ | 122/351 [42:25<1:20:21, 21.06s/it] 35%|███▌ | 123/351 [42:46<1:19:46, 20.99s/it] 35%|███▌ | 124/351 [43:07<1:19:19, 20.97s/it] 36%|███▌ | 125/351 [43:28<1:18:53, 20.94s/it] 36%|███▌ | 126/351 [43:48<1:18:21, 20.89s/it] 36%|███▌ | 127/351 [44:09<1:17:50, 20.85s/it] 36%|███▋ | 128/351 [44:30<1:17:40, 20.90s/it] 37%|███▋ | 129/351 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'learning_rate': 9.996021851130897e-05, 'epoch': 0.11} {'loss': 0.3872, 'grad_norm': 1.6017311811447144, 'learning_rate': 9.951340343707852e-05, 'epoch': 0.14} {'loss': 0.4151, 'grad_norm': 4.199697017669678, 'learning_rate': 9.857450191464337e-05, 'epoch': 0.17} {'loss': 0.3812, 'grad_norm': 2.211676597595215, 'learning_rate': 9.715284516915303e-05, 'epoch': 0.2} {'loss': 0.3529, 'grad_norm': 4.821407794952393, 'learning_rate': 9.526256226405075e-05, 'epoch': 0.23} {'loss': 0.3594, 'grad_norm': 1.1273388862609863, 'learning_rate': 9.292243968009331e-05, 'epoch': 0.26} {'loss': 0.3745, 'grad_norm': 1.8899593353271484, 'learning_rate': 9.015573460686509e-05, 'epoch': 0.28} {'loss': 0.361, 'grad_norm': 1.3349605798721313, 'learning_rate': 8.69899438023792e-05, 'epoch': 0.31} {'loss': 0.3657, 'grad_norm': 2.6946628093719482, 'learning_rate': 8.345653031794292e-05, 'epoch': 0.34} {'loss': 0.3301, 'grad_norm': 1.0785901546478271, 'learning_rate': 7.959061080421839e-05, 'epoch': 0.37} {'loss': 0.3127, 'grad_norm': 3.410950183868408, 'learning_rate': 7.543060650617158e-05, 'epoch': 0.4} {'loss': 0.3365, 'grad_norm': 1.407529592514038, 'learning_rate': 7.101786141547828e-05, 'epoch': 0.43} {'loss': 0.2932, 'grad_norm': 1.9267070293426514, 'learning_rate': 6.639623137536023e-05, 'epoch': 0.46} {'loss': 0.3272, 'grad_norm': 0.9934832453727722, 'learning_rate': 6.161164822151213e-05, 'epoch': 0.48} 0%| | 0/2500 [00:00> Saving model checkpoint to saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-234 /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 14:02:21,870 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 14:02:21,871 >> Model config LlamaConfig { "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|tokenization_utils_base.py:2513] 2024-07-23 14:02:22,063 >> tokenizer config file saved in saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-234/tokenizer_config.json [INFO|tokenization_utils_base.py:2522] 2024-07-23 14:02:22,064 >> Special tokens file saved in saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-234/special_tokens_map.json 67%|██████▋ | 235/351 [1:25:44<41:05, 21.26s/it] 67%|██████▋ | 236/351 [1:26:05<40:31, 21.14s/it] 68%|██████▊ | 237/351 [1:26:26<40:06, 21.11s/it] 68%|██████▊ | 238/351 [1:26:47<39:33, 21.00s/it] 68%|██████▊ | 239/351 [1:27:08<39:20, 21.07s/it] 68%|██████▊ | 240/351 [1:27:30<39:01, 21.09s/it] 68%|██████▊ | 240/351 [1:27:30<39:01, 21.09s/it] 69%|██████▊ | 241/351 [1:27:51<38:39, 21.09s/it] 69%|██████▉ | 242/351 [1:28:12<38:15, 21.06s/it] 69%|██████▉ | 243/351 [1:28:32<37:46, 20.99s/it] 70%|██████▉ | 244/351 [1:28:53<37:20, 20.94s/it] 70%|██████▉ | 245/351 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[INFO|trainer.py:3721] 2024-07-23 14:42:54,747 >> Num examples = 2500 [INFO|trainer.py:3724] 2024-07-23 14:42:54,747 >> Batch size = 1 {'eval_loss': 0.29459139704704285, 'eval_accuracy': 0.8885333333333332, 'eval_runtime': 232.5441, 'eval_samples_per_second': 10.751, 'eval_steps_per_second': 10.751, 'epoch': 0.5} {'loss': 0.287, 'grad_norm': 1.2351025342941284, 'learning_rate': 5.6711663290882776e-05, 'epoch': 0.51} {'loss': 0.3239, 'grad_norm': 1.4930769205093384, 'learning_rate': 5.174497483512506e-05, 'epoch': 0.54} {'loss': 0.2989, 'grad_norm': 1.8087972402572632, 'learning_rate': 4.6760944035492404e-05, 'epoch': 0.57} {'loss': 0.2991, 'grad_norm': 1.3020455837249756, 'learning_rate': 4.180910442924312e-05, 'epoch': 0.6} {'loss': 0.2911, 'grad_norm': 1.3823286294937134, 'learning_rate': 3.6938669623093084e-05, 'epoch': 0.63} {'loss': 0.2919, 'grad_norm': 1.0788555145263672, 'learning_rate': 3.219804418628216e-05, 'epoch': 0.65} {'loss': 0.3008, 'grad_norm': 0.9219074845314026, 'learning_rate': 2.7634342584218365e-05, 'epoch': 0.68} {'loss': 0.2954, 'grad_norm': 0.775916576385498, 'learning_rate': 2.3292920933753566e-05, 'epoch': 0.71} {'loss': 0.2848, 'grad_norm': 0.9716190695762634, 'learning_rate': 1.9216926233717085e-05, 'epoch': 0.74} {'loss': 0.3189, 'grad_norm': 1.5311665534973145, 'learning_rate': 1.544686755065677e-05, 'epoch': 0.77} {'loss': 0.2908, 'grad_norm': 0.6170355081558228, 'learning_rate': 1.2020213421536103e-05, 'epoch': 0.8} {'loss': 0.2915, 'grad_norm': 1.210201382637024, 'learning_rate': 8.971019474580427e-06, 'epoch': 0.82} {'loss': 0.3033, 'grad_norm': 0.9004958868026733, 'learning_rate': 6.329589969143518e-06, 'epoch': 0.85} {'loss': 0.2974, 'grad_norm': 0.9333809614181519, 'learning_rate': 4.122176618363305e-06, 'epoch': 0.88} {'loss': 0.2745, 'grad_norm': 0.8899523615837097, 'learning_rate': 2.3707176878426884e-06, 'epoch': 0.91} {'loss': 0.2624, 'grad_norm': 0.6822198629379272, 'learning_rate': 1.0926199633097157e-06, 'epoch': 0.94} {'loss': 0.296, 'grad_norm': 0.7551196217536926, 'learning_rate': 3.0058575416073707e-07, 'epoch': 0.97} {'loss': 0.28, 'grad_norm': 0.56166672706604, 'learning_rate': 2.486652202848827e-09, 'epoch': 1.0} 0%| | 0/2500 [00:00> Saving model checkpoint to saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-351 /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 14:47:06,669 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 14:47:06,669 >> Model config LlamaConfig { "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|tokenization_utils_base.py:2513] 2024-07-23 14:47:06,850 >> tokenizer config file saved in saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-351/tokenizer_config.json [INFO|tokenization_utils_base.py:2522] 2024-07-23 14:47:06,852 >> Special tokens file saved in saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-351/special_tokens_map.json [INFO|trainer.py:2329] 2024-07-23 14:47:07,338 >> Training completed. Do not forget to share your model on huggingface.co/models =) 100%|██████████| 351/351 [2:10:09<00:00, 89.98s/it] 100%|██████████| 351/351 [2:10:09<00:00, 22.25s/it] [INFO|trainer.py:3410] 2024-07-23 14:47:07,343 >> Saving model checkpoint to saves/llama3-8b/lora/sft_bf16_p2_full_en /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 14:47:07,856 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 14:47:07,857 >> Model config LlamaConfig { "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|tokenization_utils_base.py:2513] 2024-07-23 14:47:08,038 >> tokenizer config file saved in saves/llama3-8b/lora/sft_bf16_p2_full_en/tokenizer_config.json [INFO|tokenization_utils_base.py:2522] 2024-07-23 14:47:08,040 >> Special tokens file saved in saves/llama3-8b/lora/sft_bf16_p2_full_en/special_tokens_map.json [INFO|trainer.py:3719] 2024-07-23 14:47:08,453 >> ***** Running Evaluation ***** [INFO|trainer.py:3721] 2024-07-23 14:47:08,454 >> Num examples = 2500 [INFO|trainer.py:3724] 2024-07-23 14:47:08,454 >> Batch size = 1 {'eval_loss': 0.2659118175506592, 'eval_accuracy': 0.9, 'eval_runtime': 230.3771, 'eval_samples_per_second': 10.852, 'eval_steps_per_second': 10.852, 'epoch': 1.0} {'train_runtime': 7819.469, 'train_samples_per_second': 2.877, 'train_steps_per_second': 0.045, 'train_loss': 0.34315757364289373, 'epoch': 1.0} ***** train metrics ***** epoch = 0.9982 total_flos = 508246469GF train_loss = 0.3432 train_runtime = 2:10:19.46 train_samples_per_second = 2.877 train_steps_per_second = 0.045 Figure saved at: saves/llama3-8b/lora/sft_bf16_p2_full_en/training_loss.png Figure saved at: saves/llama3-8b/lora/sft_bf16_p2_full_en/training_eval_loss.png Figure saved at: saves/llama3-8b/lora/sft_bf16_p2_full_en/training_eval_accuracy.png 0%| | 0/2500 [00:00> Dropping the following result as it does not have all the necessary fields: {'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}, 'metrics': [{'name': 'Accuracy', 'type': 'accuracy', 'value': 0.8992666666666668}]} ***** eval metrics ***** epoch = 0.9982 eval_accuracy = 0.8993 eval_loss = 0.2659 eval_runtime = 0:03:52.38 eval_samples_per_second = 10.758 eval_steps_per_second = 10.758 wandb: - 0.014 MB of 0.014 MB uploaded wandb: \ 0.057 MB of 0.057 MB uploaded wandb: | 0.057 MB of 0.057 MB uploaded wandb: wandb: Run history: wandb: eval/accuracy ▁██ wandb: eval/loss █▁▁ wandb: eval/runtime █▁▇ wandb: eval/samples_per_second ▁█▁ wandb: eval/steps_per_second ▁█▁ wandb: train/epoch ▁▁▁▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▆▆▆▆▆▇▇▇▇▇██████ wandb: train/global_step ▁▁▁▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▆▆▆▆▆▇▇▇▇▇██████ wandb: train/grad_norm ▂▄▂▅▃▇▄█▂▃▂▅▂▆▂▃▂▂▃▃▂▂▂▂▁▂▃▁▂▂▂▂▁▁▁ wandb: train/learning_rate ▃▅▇██████▇▇▇▇▆▆▆▅▅▅▄▄▄▃▃▃▂▂▂▂▁▁▁▁▁▁ wandb: train/loss █▃▂▂▂▃▂▂▂▂▂▂▂▂▂▁▂▁▂▁▁▁▁▁▁▁▂▁▁▁▁▁▁▁▁ wandb: wandb: Run summary: wandb: eval/accuracy 0.89927 wandb: eval/loss 0.26589 wandb: eval/runtime 232.3871 wandb: eval/samples_per_second 10.758 wandb: eval/steps_per_second 10.758 wandb: total_flos 5.457254911920046e+17 wandb: train/epoch 0.99822 wandb: train/global_step 351 wandb: train/grad_norm 0.56167 wandb: train/learning_rate 0.0 wandb: train/loss 0.28 wandb: train_loss 0.34316 wandb: train_runtime 7819.469 wandb: train_samples_per_second 2.877 wandb: train_steps_per_second 0.045 wandb: wandb: 🚀 View run llama3_8b_p2_en at: https://wandb.ai/inflaton-ai/huggingface/runs/og5qal5s wandb: ⭐️ View project at: https://wandb.ai/inflaton-ai/huggingface wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20240723_123649-og5qal5s/logs wandb: WARNING The new W&B backend becomes opt-out in version 0.18.0; try it out with `wandb.require("core")`! See https://wandb.me/wandb-core for more information. Current Directory: /common/home/users/d/dh.huang.2023/code/logical-reasoning Tue Jul 23 14:51:07 2024 +-----------------------------------------------------------------------------------------+ | NVIDIA-SMI 550.90.07 Driver Version: 550.90.07 CUDA Version: 12.4 | |-----------------------------------------+------------------------+----------------------+ | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |=========================================+========================+======================| | 0 NVIDIA L40 On | 00000000:81:00.0 Off | 0 | | N/A 63C P0 96W / 300W | 1MiB / 46068MiB | 10% Default | | | | N/A | +-----------------------------------------+------------------------+----------------------+ +-----------------------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=========================================================================================| | No running processes found | +-----------------------------------------------------------------------------------------+ Linux lagoon 4.18.0-553.5.1.el8_10.x86_64 #1 SMP Thu Jun 6 09:41:19 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux NAME="Rocky Linux" VERSION="8.10 (Green Obsidian)" ID="rocky" ID_LIKE="rhel centos fedora" VERSION_ID="8.10" PLATFORM_ID="platform:el8" PRETTY_NAME="Rocky Linux 8.10 (Green Obsidian)" ANSI_COLOR="0;32" LOGO="fedora-logo-icon" CPE_NAME="cpe:/o:rocky:rocky:8:GA" HOME_URL="https://rockylinux.org/" BUG_REPORT_URL="https://bugs.rockylinux.org/" SUPPORT_END="2029-05-31" ROCKY_SUPPORT_PRODUCT="Rocky-Linux-8" ROCKY_SUPPORT_PRODUCT_VERSION="8.10" REDHAT_SUPPORT_PRODUCT="Rocky Linux" REDHAT_SUPPORT_PRODUCT_VERSION="8.10" Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian CPU(s): 128 On-line CPU(s) list: 0-127 Thread(s) per core: 2 Core(s) per socket: 64 Socket(s): 1 NUMA node(s): 1 Vendor ID: AuthenticAMD CPU family: 25 Model: 1 Model name: AMD EPYC 7763 64-Core Processor Stepping: 1 CPU MHz: 2450.000 CPU max MHz: 3529.0520 CPU min MHz: 1500.0000 BogoMIPS: 4891.15 Virtualization: AMD-V L1d cache: 32K L1i cache: 32K L2 cache: 512K L3 cache: 32768K NUMA node0 CPU(s): 0-127 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 invpcid_single hw_pstate ssbd mba ibrs ibpb stibp vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local clzero irperf xsaveerptr wbnoinvd amd_ppin brs arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload vgif v_spec_ctrl umip pku ospke vaes vpclmulqdq rdpid overflow_recov succor smca fsrm MemTotal: 527669148 kB Eval meta-llama/Meta-Llama-3-8B-Instruct with llama-factory/saves/llama3-8b/lora/sft_bf16_p1_full_en Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. Loading checkpoint shards: 0%| | 0/4 [00:00 predictions = eval_model( ^^^^^^^^^^^ File "/common2/dh.huang.2023/code/logical-reasoning/llm_toolkit/llm_utils.py", line 172, in eval_model inputs = tokenizer( ^^^^^^^^^^ File "/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 2883, in __call__ encodings = self._call_one(text=text, text_pair=text_pair, **all_kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 2969, in _call_one return self.batch_encode_plus( ^^^^^^^^^^^^^^^^^^^^^^^ File "/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 3151, in batch_encode_plus padding_strategy, truncation_strategy, max_length, kwargs = self._get_padding_truncation_strategies( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 2788, in _get_padding_truncation_strategies raise ValueError( ValueError: Asking to pad but the tokenizer does not have a padding token. Please select a token to use as `pad_token` `(tokenizer.pad_token = tokenizer.eos_token e.g.)` or add a new pad token via `tokenizer.add_special_tokens({'pad_token': '[PAD]'})`. [INFO|tokenization_utils_base.py:2108] 2024-07-23 14:51:43,274 >> loading file tokenizer.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 14:51:43,274 >> loading file added_tokens.json from cache at None [INFO|tokenization_utils_base.py:2108] 2024-07-23 14:51:43,274 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/special_tokens_map.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 14:51:43,274 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer_config.json [WARNING|logging.py:314] 2024-07-23 14:51:43,488 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 14:51:43,738 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 14:51:43,739 >> Model config LlamaConfig { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|modeling_utils.py:3474] 2024-07-23 14:51:43,799 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/model.safetensors.index.json [INFO|modeling_utils.py:1519] 2024-07-23 14:51:43,801 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. [INFO|configuration_utils.py:962] 2024-07-23 14:51:43,802 >> Generate config GenerationConfig { "bos_token_id": 128000, "eos_token_id": 128009 } Loading checkpoint shards: 0%| | 0/4 [00:00> All model checkpoint weights were used when initializing LlamaForCausalLM. [INFO|modeling_utils.py:4288] 2024-07-23 14:51:52,768 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at meta-llama/Meta-Llama-3-8B-Instruct. If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training. [INFO|configuration_utils.py:917] 2024-07-23 14:51:53,020 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/generation_config.json [INFO|configuration_utils.py:962] 2024-07-23 14:51:53,020 >> Generate config GenerationConfig { "bos_token_id": 128000, "do_sample": true, "eos_token_id": [ 128001, 128009 ], "max_length": 4096, "temperature": 0.6, "top_p": 0.9 } Map: 0%| | 0/25000 [00:00> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 1/3000 [00:01<51:40, 1.03s/it][WARNING|utils.py:1421] 2024-07-23 14:51:56,844 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 2/3000 [00:01<24:47, 2.02it/s][WARNING|utils.py:1421] 2024-07-23 14:51:56,959 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 3/3000 [00:01<16:06, 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`pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 16/3000 [00:02<06:20, 7.85it/s][WARNING|utils.py:1421] 2024-07-23 14:51:58,614 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 17/3000 [00:02<06:08, 8.10it/s][WARNING|utils.py:1421] 2024-07-23 14:51:58,728 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 18/3000 [00:03<05:59, 8.30it/s][WARNING|utils.py:1421] 2024-07-23 14:51:58,842 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 19/3000 [00:03<05:53, 8.43it/s][WARNING|utils.py:1421] 2024-07-23 14:51:58,956 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 20/3000 [00:03<05:49, 8.52it/s][WARNING|utils.py:1421] 2024-07-23 14:51:59,070 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 21/3000 [00:03<05:45, 8.61it/s][WARNING|utils.py:1421] 2024-07-23 14:51:59,184 >> Setting `pad_token_id` to 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2024-07-23 14:56:32,728 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1938/3000 [04:37<02:33, 6.92it/s][WARNING|utils.py:1421] 2024-07-23 14:56:32,870 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1939/3000 [04:37<02:33, 6.91it/s][WARNING|utils.py:1421] 2024-07-23 14:56:33,015 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1940/3000 [04:37<02:35, 6.83it/s][WARNING|utils.py:1421] 2024-07-23 14:56:33,166 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1941/3000 [04:37<02:33, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 14:56:33,308 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1942/3000 [04:37<02:33, 6.90it/s][WARNING|utils.py:1421] 2024-07-23 14:56:33,453 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1943/3000 [04:37<02:35, 6.80it/s][WARNING|utils.py:1421] 2024-07-23 14:56:33,604 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1944/3000 [04:37<02:33, 6.88it/s][WARNING|utils.py:1421] 2024-07-23 14:56:33,746 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1945/3000 [04:38<02:32, 6.93it/s][WARNING|utils.py:1421] 2024-07-23 14:56:33,888 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1946/3000 [04:38<02:31, 6.95it/s][WARNING|utils.py:1421] 2024-07-23 14:56:34,031 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1947/3000 [04:38<02:32, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 14:56:34,179 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1948/3000 [04:38<02:33, 6.86it/s][WARNING|utils.py:1421] 2024-07-23 14:56:34,326 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1949/3000 [04:38<02:32, 6.90it/s][WARNING|utils.py:1421] 2024-07-23 14:56:34,469 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1950/3000 [04:38<02:55, 5.97it/s][WARNING|utils.py:1421] 2024-07-23 14:56:34,690 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1951/3000 [04:39<02:48, 6.22it/s][WARNING|utils.py:1421] 2024-07-23 14:56:34,835 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1952/3000 [04:39<02:43, 6.41it/s][WARNING|utils.py:1421] 2024-07-23 14:56:34,979 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1953/3000 [04:39<02:40, 6.51it/s][WARNING|utils.py:1421] 2024-07-23 14:56:35,128 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1954/3000 [04:39<02:38, 6.62it/s][WARNING|utils.py:1421] 2024-07-23 14:56:35,273 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1955/3000 [04:39<02:36, 6.68it/s][WARNING|utils.py:1421] 2024-07-23 14:56:35,419 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1956/3000 [04:39<02:35, 6.70it/s][WARNING|utils.py:1421] 2024-07-23 14:56:35,567 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1957/3000 [04:39<02:34, 6.76it/s][WARNING|utils.py:1421] 2024-07-23 14:56:35,712 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1958/3000 [04:40<02:33, 6.78it/s][WARNING|utils.py:1421] 2024-07-23 14:56:35,858 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1959/3000 [04:40<02:33, 6.79it/s][WARNING|utils.py:1421] 2024-07-23 14:56:36,005 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1960/3000 [04:40<02:31, 6.85it/s][WARNING|utils.py:1421] 2024-07-23 14:56:36,148 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1961/3000 [04:40<02:31, 6.87it/s][WARNING|utils.py:1421] 2024-07-23 14:56:36,293 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1962/3000 [04:40<02:31, 6.85it/s][WARNING|utils.py:1421] 2024-07-23 14:56:36,440 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1963/3000 [04:40<02:31, 6.85it/s][WARNING|utils.py:1421] 2024-07-23 14:56:36,586 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1964/3000 [04:40<02:30, 6.88it/s][WARNING|utils.py:1421] 2024-07-23 14:56:36,730 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1965/3000 [04:41<02:31, 6.85it/s][WARNING|utils.py:1421] 2024-07-23 14:56:36,877 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1966/3000 [04:41<02:31, 6.81it/s][WARNING|utils.py:1421] 2024-07-23 14:56:37,026 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1967/3000 [04:41<02:30, 6.86it/s][WARNING|utils.py:1421] 2024-07-23 14:56:37,169 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1968/3000 [04:41<02:30, 6.88it/s][WARNING|utils.py:1421] 2024-07-23 14:56:37,314 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1969/3000 [04:41<02:31, 6.81it/s][WARNING|utils.py:1421] 2024-07-23 14:56:37,464 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1970/3000 [04:41<02:30, 6.86it/s][WARNING|utils.py:1421] 2024-07-23 14:56:37,607 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1971/3000 [04:41<02:28, 6.91it/s][WARNING|utils.py:1421] 2024-07-23 14:56:37,750 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1972/3000 [04:42<02:29, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 14:56:37,896 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1973/3000 [04:42<02:30, 6.83it/s][WARNING|utils.py:1421] 2024-07-23 14:56:38,045 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1974/3000 [04:42<02:29, 6.88it/s][WARNING|utils.py:1421] 2024-07-23 14:56:38,188 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1975/3000 [04:42<02:29, 6.88it/s][WARNING|utils.py:1421] 2024-07-23 14:56:38,334 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1976/3000 [04:42<02:31, 6.78it/s][WARNING|utils.py:1421] 2024-07-23 14:56:38,486 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1977/3000 [04:42<02:50, 5.99it/s][WARNING|utils.py:1421] 2024-07-23 14:56:38,698 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1978/3000 [04:43<03:06, 5.48it/s][WARNING|utils.py:1421] 2024-07-23 14:56:38,917 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1979/3000 [04:43<02:55, 5.82it/s][WARNING|utils.py:1421] 2024-07-23 14:56:39,064 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1980/3000 [04:43<02:46, 6.14it/s][WARNING|utils.py:1421] 2024-07-23 14:56:39,206 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1981/3000 [04:43<02:40, 6.34it/s][WARNING|utils.py:1421] 2024-07-23 14:56:39,352 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1982/3000 [04:43<02:38, 6.41it/s][WARNING|utils.py:1421] 2024-07-23 14:56:39,504 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1983/3000 [04:43<02:34, 6.57it/s][WARNING|utils.py:1421] 2024-07-23 14:56:39,647 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1984/3000 [04:43<02:31, 6.70it/s][WARNING|utils.py:1421] 2024-07-23 14:56:39,791 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1985/3000 [04:44<02:30, 6.74it/s][WARNING|utils.py:1421] 2024-07-23 14:56:39,936 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1986/3000 [04:44<02:52, 5.89it/s][WARNING|utils.py:1421] 2024-07-23 14:56:40,157 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1987/3000 [04:44<02:45, 6.12it/s][WARNING|utils.py:1421] 2024-07-23 14:56:40,304 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1988/3000 [04:44<02:40, 6.32it/s][WARNING|utils.py:1421] 2024-07-23 14:56:40,451 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1989/3000 [04:44<02:36, 6.46it/s][WARNING|utils.py:1421] 2024-07-23 14:56:40,597 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1990/3000 [04:44<02:33, 6.58it/s][WARNING|utils.py:1421] 2024-07-23 14:56:40,743 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1991/3000 [04:45<02:51, 5.88it/s][WARNING|utils.py:1421] 2024-07-23 14:56:40,955 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1992/3000 [04:45<02:44, 6.13it/s][WARNING|utils.py:1421] 2024-07-23 14:56:41,102 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1993/3000 [04:45<02:38, 6.34it/s][WARNING|utils.py:1421] 2024-07-23 14:56:41,247 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1994/3000 [04:45<02:35, 6.48it/s][WARNING|utils.py:1421] 2024-07-23 14:56:41,393 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1995/3000 [04:45<02:32, 6.59it/s][WARNING|utils.py:1421] 2024-07-23 14:56:41,539 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 1996/3000 [04:45<02:31, 6.64it/s][WARNING|utils.py:1421] 2024-07-23 14:56:41,687 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 1997/3000 [04:46<02:28, 6.75it/s][WARNING|utils.py:1421] 2024-07-23 14:56:41,829 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 1998/3000 [04:46<02:27, 6.77it/s][WARNING|utils.py:1421] 2024-07-23 14:56:41,976 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 1999/3000 [04:46<02:28, 6.75it/s][WARNING|utils.py:1421] 2024-07-23 14:56:42,125 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2000/3000 [04:46<02:26, 6.80it/s][WARNING|utils.py:1421] 2024-07-23 14:56:42,269 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2001/3000 [04:46<02:26, 6.81it/s][WARNING|utils.py:1421] 2024-07-23 14:56:42,416 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2002/3000 [04:46<02:26, 6.79it/s][WARNING|utils.py:1421] 2024-07-23 14:56:42,564 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2003/3000 [04:46<02:25, 6.84it/s][WARNING|utils.py:1421] 2024-07-23 14:56:42,708 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2004/3000 [04:47<02:24, 6.87it/s][WARNING|utils.py:1421] 2024-07-23 14:56:42,852 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2005/3000 [04:47<02:25, 6.82it/s][WARNING|utils.py:1421] 2024-07-23 14:56:43,001 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2006/3000 [04:47<02:24, 6.86it/s][WARNING|utils.py:1421] 2024-07-23 14:56:43,145 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2007/3000 [04:47<02:24, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 14:56:43,288 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2008/3000 [04:47<02:24, 6.87it/s][WARNING|utils.py:1421] 2024-07-23 14:56:43,435 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2009/3000 [04:47<02:25, 6.82it/s][WARNING|utils.py:1421] 2024-07-23 14:56:43,584 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2010/3000 [04:47<02:23, 6.88it/s][WARNING|utils.py:1421] 2024-07-23 14:56:43,726 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2011/3000 [04:48<02:23, 6.91it/s][WARNING|utils.py:1421] 2024-07-23 14:56:43,870 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2012/3000 [04:48<02:25, 6.79it/s][WARNING|utils.py:1421] 2024-07-23 14:56:44,023 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2013/3000 [04:48<02:23, 6.86it/s][WARNING|utils.py:1421] 2024-07-23 14:56:44,165 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2014/3000 [04:48<02:22, 6.90it/s][WARNING|utils.py:1421] 2024-07-23 14:56:44,308 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2015/3000 [04:48<02:23, 6.85it/s][WARNING|utils.py:1421] 2024-07-23 14:56:44,457 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2016/3000 [04:48<02:23, 6.84it/s][WARNING|utils.py:1421] 2024-07-23 14:56:44,604 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2017/3000 [04:48<02:22, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 14:56:44,747 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2018/3000 [04:49<02:22, 6.87it/s][WARNING|utils.py:1421] 2024-07-23 14:56:44,893 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ 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2024-07-23 14:59:09,361 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2993/3000 [07:13<00:01, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 14:59:09,506 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2994/3000 [07:13<00:00, 6.82it/s][WARNING|utils.py:1421] 2024-07-23 14:59:09,658 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2995/3000 [07:13<00:00, 6.87it/s][WARNING|utils.py:1421] 2024-07-23 14:59:09,800 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2996/3000 [07:14<00:00, 6.90it/s][WARNING|utils.py:1421] 2024-07-23 14:59:09,944 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2997/3000 [07:14<00:00, 6.87it/s][WARNING|utils.py:1421] 2024-07-23 14:59:10,090 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2998/3000 [07:14<00:00, 6.82it/s][WARNING|utils.py:1421] 2024-07-23 14:59:10,239 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2999/3000 [07:14<00:00, 6.86it/s][WARNING|utils.py:1421] 2024-07-23 14:59:10,383 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|██████████| 3000/3000 [07:14<00:00, 6.84it/s] 100%|██████████| 3000/3000 [07:14<00:00, 6.90it/s] [INFO|tokenization_utils_base.py:2108] 2024-07-23 14:59:21,291 >> loading file tokenizer.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 14:59:21,291 >> loading file added_tokens.json from cache at None [INFO|tokenization_utils_base.py:2108] 2024-07-23 14:59:21,291 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/special_tokens_map.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 14:59:21,291 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer_config.json [WARNING|logging.py:314] 2024-07-23 14:59:21,503 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 14:59:21,752 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 14:59:21,753 >> Model config LlamaConfig { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|modeling_utils.py:3474] 2024-07-23 14:59:21,834 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/model.safetensors.index.json [INFO|modeling_utils.py:1519] 2024-07-23 14:59:21,836 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. [INFO|configuration_utils.py:962] 2024-07-23 14:59:21,836 >> Generate config GenerationConfig { "bos_token_id": 128000, "eos_token_id": 128009 } Loading checkpoint shards: 0%| | 0/4 [00:00> All model checkpoint weights were used when initializing LlamaForCausalLM. [INFO|modeling_utils.py:4288] 2024-07-23 14:59:30,099 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at meta-llama/Meta-Llama-3-8B-Instruct. If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training. [INFO|configuration_utils.py:917] 2024-07-23 14:59:30,348 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/generation_config.json [INFO|configuration_utils.py:962] 2024-07-23 14:59:30,348 >> Generate config GenerationConfig { "bos_token_id": 128000, "do_sample": true, "eos_token_id": [ 128001, 128009 ], "max_length": 4096, "temperature": 0.6, "top_p": 0.9 } 0%| | 0/3000 [00:00> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 1/3000 [00:00<49:17, 1.01it/s][WARNING|utils.py:1421] 2024-07-23 14:59:33,404 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 2/3000 [00:01<23:48, 2.10it/s][WARNING|utils.py:1421] 2024-07-23 14:59:33,519 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 3/3000 [00:01<15:34, 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`pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 16/3000 [00:03<07:37, 6.52it/s][WARNING|utils.py:1421] 2024-07-23 14:59:35,428 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 17/3000 [00:03<07:56, 6.26it/s][WARNING|utils.py:1421] 2024-07-23 14:59:35,602 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 18/3000 [00:03<08:09, 6.09it/s][WARNING|utils.py:1421] 2024-07-23 14:59:35,777 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 19/3000 [00:03<08:22, 5.93it/s][WARNING|utils.py:1421] 2024-07-23 14:59:35,956 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 20/3000 [00:03<07:38, 6.49it/s][WARNING|utils.py:1421] 2024-07-23 14:59:36,076 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 21/3000 [00:03<07:07, 6.97it/s][WARNING|utils.py:1421] 2024-07-23 14:59:36,195 >> Setting `pad_token_id` to 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generation. 1%| | 28/3000 [00:04<07:06, 6.98it/s][WARNING|utils.py:1421] 2024-07-23 14:59:37,132 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 29/3000 [00:04<07:32, 6.56it/s][WARNING|utils.py:1421] 2024-07-23 14:59:37,305 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 30/3000 [00:05<07:01, 7.05it/s][WARNING|utils.py:1421] 2024-07-23 14:59:37,423 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 31/3000 [00:05<06:40, 7.41it/s][WARNING|utils.py:1421] 2024-07-23 14:59:37,541 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 32/3000 [00:05<06:23, 7.75it/s][WARNING|utils.py:1421] 2024-07-23 14:59:37,657 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 33/3000 [00:05<06:12, 7.97it/s][WARNING|utils.py:1421] 2024-07-23 14:59:37,774 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 34/3000 [00:05<06:03, 8.16it/s][WARNING|utils.py:1421] 2024-07-23 14:59:37,890 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 35/3000 [00:05<06:50, 7.22it/s][WARNING|utils.py:1421] 2024-07-23 14:59:38,066 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 36/3000 [00:05<06:30, 7.60it/s][WARNING|utils.py:1421] 2024-07-23 14:59:38,181 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 37/3000 [00:05<07:06, 6.94it/s][WARNING|utils.py:1421] 2024-07-23 14:59:38,354 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%|▏ | 38/3000 [00:06<07:35, 6.51it/s][WARNING|utils.py:1421] 2024-07-23 14:59:38,530 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%|▏ | 39/3000 [00:06<07:01, 7.03it/s][WARNING|utils.py:1421] 2024-07-23 14:59:38,646 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%|▏ | 40/3000 [00:06<06:38, 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Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▍ | 1932/3000 [05:10<02:37, 6.79it/s][WARNING|utils.py:1421] 2024-07-23 15:04:43,196 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▍ | 1933/3000 [05:10<02:35, 6.85it/s][WARNING|utils.py:1421] 2024-07-23 15:04:43,339 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▍ | 1934/3000 [05:11<02:59, 5.94it/s][WARNING|utils.py:1421] 2024-07-23 15:04:43,560 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▍ | 1935/3000 [05:11<02:52, 6.18it/s][WARNING|utils.py:1421] 2024-07-23 15:04:43,706 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1936/3000 [05:11<02:46, 6.37it/s][WARNING|utils.py:1421] 2024-07-23 15:04:43,852 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1937/3000 [05:11<02:42, 6.53it/s][WARNING|utils.py:1421] 2024-07-23 15:04:43,996 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1938/3000 [05:11<02:40, 6.63it/s][WARNING|utils.py:1421] 2024-07-23 15:04:44,142 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1939/3000 [05:11<02:38, 6.69it/s][WARNING|utils.py:1421] 2024-07-23 15:04:44,288 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1940/3000 [05:12<02:37, 6.74it/s][WARNING|utils.py:1421] 2024-07-23 15:04:44,434 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1941/3000 [05:12<02:35, 6.79it/s][WARNING|utils.py:1421] 2024-07-23 15:04:44,578 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1942/3000 [05:12<02:35, 6.82it/s][WARNING|utils.py:1421] 2024-07-23 15:04:44,724 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1943/3000 [05:12<02:36, 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Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1967/3000 [05:16<03:23, 5.09it/s][WARNING|utils.py:1421] 2024-07-23 15:04:48,938 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1968/3000 [05:16<03:28, 4.95it/s][WARNING|utils.py:1421] 2024-07-23 15:04:49,153 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1969/3000 [05:16<03:11, 5.38it/s][WARNING|utils.py:1421] 2024-07-23 15:04:49,301 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1970/3000 [05:17<02:59, 5.75it/s][WARNING|utils.py:1421] 2024-07-23 15:04:49,447 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1971/3000 [05:17<02:50, 6.04it/s][WARNING|utils.py:1421] 2024-07-23 15:04:49,593 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1972/3000 [05:17<02:43, 6.30it/s][WARNING|utils.py:1421] 2024-07-23 15:04:49,737 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1973/3000 [05:17<02:39, 6.44it/s][WARNING|utils.py:1421] 2024-07-23 15:04:49,884 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1974/3000 [05:17<02:58, 5.74it/s][WARNING|utils.py:1421] 2024-07-23 15:04:50,102 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1975/3000 [05:17<02:50, 6.00it/s][WARNING|utils.py:1421] 2024-07-23 15:04:50,251 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1976/3000 [05:17<02:43, 6.25it/s][WARNING|utils.py:1421] 2024-07-23 15:04:50,395 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1977/3000 [05:18<03:01, 5.64it/s][WARNING|utils.py:1421] 2024-07-23 15:04:50,613 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1978/3000 [05:18<03:12, 5.31it/s][WARNING|utils.py:1421] 2024-07-23 15:04:50,827 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1979/3000 [05:18<03:20, 5.08it/s][WARNING|utils.py:1421] 2024-07-23 15:04:51,045 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1980/3000 [05:18<03:06, 5.47it/s][WARNING|utils.py:1421] 2024-07-23 15:04:51,194 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1981/3000 [05:18<02:55, 5.82it/s][WARNING|utils.py:1421] 2024-07-23 15:04:51,340 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1982/3000 [05:19<02:46, 6.10it/s][WARNING|utils.py:1421] 2024-07-23 15:04:51,486 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1983/3000 [05:19<02:41, 6.30it/s][WARNING|utils.py:1421] 2024-07-23 15:04:51,632 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1984/3000 [05:19<02:57, 5.71it/s][WARNING|utils.py:1421] 2024-07-23 15:04:51,846 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1985/3000 [05:19<03:10, 5.34it/s][WARNING|utils.py:1421] 2024-07-23 15:04:52,062 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1986/3000 [05:19<03:20, 5.05it/s][WARNING|utils.py:1421] 2024-07-23 15:04:52,284 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1987/3000 [05:20<03:26, 4.90it/s][WARNING|utils.py:1421] 2024-07-23 15:04:52,502 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1988/3000 [05:20<03:09, 5.35it/s][WARNING|utils.py:1421] 2024-07-23 15:04:52,650 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1989/3000 [05:20<02:55, 5.75it/s][WARNING|utils.py:1421] 2024-07-23 15:04:52,793 >> Setting `pad_token_id` to `eos_token_id`:128001 for 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Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2002/3000 [05:22<02:36, 6.38it/s][WARNING|utils.py:1421] 2024-07-23 15:04:55,056 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2003/3000 [05:22<02:33, 6.50it/s][WARNING|utils.py:1421] 2024-07-23 15:04:55,204 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2004/3000 [05:22<02:31, 6.57it/s][WARNING|utils.py:1421] 2024-07-23 15:04:55,352 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2005/3000 [05:23<02:28, 6.70it/s][WARNING|utils.py:1421] 2024-07-23 15:04:55,494 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2006/3000 [05:23<02:26, 6.78it/s][WARNING|utils.py:1421] 2024-07-23 15:04:55,639 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2007/3000 [05:23<02:27, 6.75it/s][WARNING|utils.py:1421] 2024-07-23 15:04:55,787 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2008/3000 [05:23<02:25, 6.80it/s][WARNING|utils.py:1421] 2024-07-23 15:04:55,932 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2009/3000 [05:23<02:45, 5.99it/s][WARNING|utils.py:1421] 2024-07-23 15:04:56,145 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2010/3000 [05:23<02:40, 6.18it/s][WARNING|utils.py:1421] 2024-07-23 15:04:56,295 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2011/3000 [05:24<02:35, 6.37it/s][WARNING|utils.py:1421] 2024-07-23 15:04:56,440 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2012/3000 [05:24<02:52, 5.71it/s][WARNING|utils.py:1421] 2024-07-23 15:04:56,658 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2013/3000 [05:24<02:45, 5.97it/s][WARNING|utils.py:1421] 2024-07-23 15:04:56,807 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2014/3000 [05:24<02:38, 6.23it/s][WARNING|utils.py:1421] 2024-07-23 15:04:56,952 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2015/3000 [05:24<02:33, 6.41it/s][WARNING|utils.py:1421] 2024-07-23 15:04:57,097 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2016/3000 [05:24<02:30, 6.52it/s][WARNING|utils.py:1421] 2024-07-23 15:04:57,245 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2017/3000 [05:24<02:29, 6.59it/s][WARNING|utils.py:1421] 2024-07-23 15:04:57,392 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2018/3000 [05:25<02:26, 6.72it/s][WARNING|utils.py:1421] 2024-07-23 15:04:57,535 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ 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2024-07-23 15:05:01,844 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2043/3000 [05:29<02:32, 6.29it/s][WARNING|utils.py:1421] 2024-07-23 15:05:01,992 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2044/3000 [05:29<02:49, 5.64it/s][WARNING|utils.py:1421] 2024-07-23 15:05:02,213 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2045/3000 [05:30<03:00, 5.28it/s][WARNING|utils.py:1421] 2024-07-23 15:05:02,430 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2046/3000 [05:30<02:47, 5.70it/s][WARNING|utils.py:1421] 2024-07-23 15:05:02,573 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2047/3000 [05:30<02:38, 6.02it/s][WARNING|utils.py:1421] 2024-07-23 15:05:02,717 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2048/3000 [05:30<02:34, 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Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2072/3000 [05:34<02:32, 6.10it/s][WARNING|utils.py:1421] 2024-07-23 15:05:06,949 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2073/3000 [05:34<02:26, 6.31it/s][WARNING|utils.py:1421] 2024-07-23 15:05:07,095 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2074/3000 [05:34<02:24, 6.42it/s][WARNING|utils.py:1421] 2024-07-23 15:05:07,245 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2075/3000 [05:34<02:20, 6.59it/s][WARNING|utils.py:1421] 2024-07-23 15:05:07,387 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2076/3000 [05:35<02:17, 6.71it/s][WARNING|utils.py:1421] 2024-07-23 15:05:07,530 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2077/3000 [05:35<02:15, 6.81it/s][WARNING|utils.py:1421] 2024-07-23 15:05:07,671 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2078/3000 [05:35<02:14, 6.83it/s][WARNING|utils.py:1421] 2024-07-23 15:05:07,816 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2079/3000 [05:35<02:16, 6.75it/s][WARNING|utils.py:1421] 2024-07-23 15:05:07,969 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2080/3000 [05:35<02:15, 6.81it/s][WARNING|utils.py:1421] 2024-07-23 15:05:08,113 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2081/3000 [05:35<02:15, 6.79it/s][WARNING|utils.py:1421] 2024-07-23 15:05:08,261 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2082/3000 [05:35<02:15, 6.79it/s][WARNING|utils.py:1421] 2024-07-23 15:05:08,408 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 69%|██████▉ | 2083/3000 [05:36<02:13, 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>> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 71%|███████▏ | 2142/3000 [05:46<02:26, 5.86it/s][WARNING|utils.py:1421] 2024-07-23 15:05:18,445 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 71%|███████▏ | 2143/3000 [05:46<02:19, 6.12it/s][WARNING|utils.py:1421] 2024-07-23 15:05:18,591 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 71%|███████▏ | 2144/3000 [05:46<02:15, 6.32it/s][WARNING|utils.py:1421] 2024-07-23 15:05:18,737 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 72%|███████▏ | 2145/3000 [05:46<02:12, 6.46it/s][WARNING|utils.py:1421] 2024-07-23 15:05:18,884 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 72%|███████▏ | 2146/3000 [05:46<02:27, 5.77it/s][WARNING|utils.py:1421] 2024-07-23 15:05:19,100 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 72%|███████▏ | 2147/3000 [05:46<02:20, 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[08:07<00:00, 6.75it/s][WARNING|utils.py:1421] 2024-07-23 15:07:39,807 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2999/3000 [08:07<00:00, 6.77it/s][WARNING|utils.py:1421] 2024-07-23 15:07:39,954 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|██████████| 3000/3000 [08:07<00:00, 6.76it/s] 100%|██████████| 3000/3000 [08:07<00:00, 6.15it/s] [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:07:51,249 >> loading file tokenizer.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:07:51,249 >> loading file added_tokens.json from cache at None [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:07:51,249 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/special_tokens_map.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:07:51,249 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer_config.json [WARNING|logging.py:314] 2024-07-23 15:07:51,466 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 15:07:51,733 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 15:07:51,733 >> Model config LlamaConfig { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|modeling_utils.py:3474] 2024-07-23 15:07:51,816 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/model.safetensors.index.json [INFO|modeling_utils.py:1519] 2024-07-23 15:07:51,818 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. [INFO|configuration_utils.py:962] 2024-07-23 15:07:51,818 >> Generate config GenerationConfig { "bos_token_id": 128000, "eos_token_id": 128009 } Loading checkpoint shards: 0%| | 0/4 [00:00> All model checkpoint weights were used when initializing LlamaForCausalLM. [INFO|modeling_utils.py:4288] 2024-07-23 15:08:00,069 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at meta-llama/Meta-Llama-3-8B-Instruct. If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training. [INFO|configuration_utils.py:917] 2024-07-23 15:08:00,313 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/generation_config.json [INFO|configuration_utils.py:962] 2024-07-23 15:08:00,313 >> Generate config GenerationConfig { "bos_token_id": 128000, "do_sample": true, "eos_token_id": [ 128001, 128009 ], "max_length": 4096, "temperature": 0.6, "top_p": 0.9 } 0%| | 0/3000 [00:00> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 1/3000 [00:01<51:03, 1.02s/it][WARNING|utils.py:1421] 2024-07-23 15:08:03,305 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 2/3000 [00:01<24:33, 2.04it/s][WARNING|utils.py:1421] 2024-07-23 15:08:03,421 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 3/3000 [00:01<16:00, 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generation. 1%| | 28/3000 [00:04<06:15, 7.92it/s][WARNING|utils.py:1421] 2024-07-23 15:08:06,901 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 29/3000 [00:04<06:07, 8.08it/s][WARNING|utils.py:1421] 2024-07-23 15:08:07,019 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 30/3000 [00:04<06:03, 8.18it/s][WARNING|utils.py:1421] 2024-07-23 15:08:07,138 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 31/3000 [00:04<05:59, 8.26it/s][WARNING|utils.py:1421] 2024-07-23 15:08:07,257 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 32/3000 [00:05<05:53, 8.39it/s][WARNING|utils.py:1421] 2024-07-23 15:08:07,371 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 33/3000 [00:05<05:51, 8.43it/s][WARNING|utils.py:1421] 2024-07-23 15:08:07,489 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 1%| | 34/3000 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5.47it/s][WARNING|utils.py:1421] 2024-07-23 15:13:06,202 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1979/3000 [05:04<02:54, 5.84it/s][WARNING|utils.py:1421] 2024-07-23 15:13:06,347 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1980/3000 [05:04<02:48, 6.04it/s][WARNING|utils.py:1421] 2024-07-23 15:13:06,499 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1981/3000 [05:04<02:41, 6.29it/s][WARNING|utils.py:1421] 2024-07-23 15:13:06,643 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1982/3000 [05:04<02:36, 6.50it/s][WARNING|utils.py:1421] 2024-07-23 15:13:06,785 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1983/3000 [05:04<02:34, 6.59it/s][WARNING|utils.py:1421] 2024-07-23 15:13:06,931 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ 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Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2002/3000 [05:07<02:26, 6.81it/s][WARNING|utils.py:1421] 2024-07-23 15:13:10,128 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2003/3000 [05:08<02:28, 6.72it/s][WARNING|utils.py:1421] 2024-07-23 15:13:10,281 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2004/3000 [05:08<02:26, 6.79it/s][WARNING|utils.py:1421] 2024-07-23 15:13:10,424 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2005/3000 [05:08<02:25, 6.84it/s][WARNING|utils.py:1421] 2024-07-23 15:13:10,568 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2006/3000 [05:08<02:26, 6.77it/s][WARNING|utils.py:1421] 2024-07-23 15:13:10,719 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2007/3000 [05:08<02:25, 6.84it/s][WARNING|utils.py:1421] 2024-07-23 15:13:10,862 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2008/3000 [05:08<02:24, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 15:13:11,005 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2009/3000 [05:08<02:24, 6.87it/s][WARNING|utils.py:1421] 2024-07-23 15:13:11,152 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2010/3000 [05:09<02:25, 6.82it/s][WARNING|utils.py:1421] 2024-07-23 15:13:11,300 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2011/3000 [05:09<02:23, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 15:13:11,442 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2012/3000 [05:09<02:23, 6.89it/s][WARNING|utils.py:1421] 2024-07-23 15:13:11,587 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2013/3000 [05:09<02:25, 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Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2037/3000 [05:13<02:24, 6.68it/s][WARNING|utils.py:1421] 2024-07-23 15:13:15,473 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2038/3000 [05:13<02:43, 5.88it/s][WARNING|utils.py:1421] 2024-07-23 15:13:15,691 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2039/3000 [05:13<02:37, 6.12it/s][WARNING|utils.py:1421] 2024-07-23 15:13:15,839 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2040/3000 [05:13<02:31, 6.32it/s][WARNING|utils.py:1421] 2024-07-23 15:13:15,985 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2041/3000 [05:13<02:28, 6.44it/s][WARNING|utils.py:1421] 2024-07-23 15:13:16,133 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2042/3000 [05:13<02:25, 6.58it/s][WARNING|utils.py:1421] 2024-07-23 15:13:16,277 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2043/3000 [05:14<02:22, 6.70it/s][WARNING|utils.py:1421] 2024-07-23 15:13:16,421 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2044/3000 [05:14<02:43, 5.84it/s][WARNING|utils.py:1421] 2024-07-23 15:13:16,643 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2045/3000 [05:14<02:57, 5.39it/s][WARNING|utils.py:1421] 2024-07-23 15:13:16,862 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2046/3000 [05:14<02:45, 5.76it/s][WARNING|utils.py:1421] 2024-07-23 15:13:17,007 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2047/3000 [05:14<02:59, 5.32it/s][WARNING|utils.py:1421] 2024-07-23 15:13:17,229 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 68%|██████▊ | 2048/3000 [05:15<02:46, 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>> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 71%|███████▏ | 2142/3000 [05:29<02:24, 5.93it/s][WARNING|utils.py:1421] 2024-07-23 15:13:31,862 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 71%|███████▏ | 2143/3000 [05:29<02:18, 6.17it/s][WARNING|utils.py:1421] 2024-07-23 15:13:32,009 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 71%|███████▏ | 2144/3000 [05:29<02:14, 6.35it/s][WARNING|utils.py:1421] 2024-07-23 15:13:32,155 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 72%|███████▏ | 2145/3000 [05:30<02:11, 6.50it/s][WARNING|utils.py:1421] 2024-07-23 15:13:32,301 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 72%|███████▏ | 2146/3000 [05:30<02:27, 5.79it/s][WARNING|utils.py:1421] 2024-07-23 15:13:32,518 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 72%|███████▏ | 2147/3000 [05:30<02:20, 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`eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2987/3000 [07:42<00:01, 6.82it/s][WARNING|utils.py:1421] 2024-07-23 15:15:44,612 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2988/3000 [07:42<00:01, 6.87it/s][WARNING|utils.py:1421] 2024-07-23 15:15:44,757 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2989/3000 [07:42<00:01, 6.86it/s][WARNING|utils.py:1421] 2024-07-23 15:15:44,902 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2990/3000 [07:42<00:01, 6.81it/s][WARNING|utils.py:1421] 2024-07-23 15:15:45,051 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2991/3000 [07:42<00:01, 6.01it/s][WARNING|utils.py:1421] 2024-07-23 15:15:45,263 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2992/3000 [07:43<00:01, 5.48it/s][WARNING|utils.py:1421] 2024-07-23 15:15:45,483 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2993/3000 [07:43<00:01, 5.80it/s][WARNING|utils.py:1421] 2024-07-23 15:15:45,632 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2994/3000 [07:43<00:00, 6.11it/s][WARNING|utils.py:1421] 2024-07-23 15:15:45,775 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2995/3000 [07:43<00:00, 6.34it/s][WARNING|utils.py:1421] 2024-07-23 15:15:45,919 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2996/3000 [07:43<00:00, 5.64it/s][WARNING|utils.py:1421] 2024-07-23 15:15:46,142 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2997/3000 [07:44<00:00, 5.94it/s][WARNING|utils.py:1421] 2024-07-23 15:15:46,290 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2998/3000 [07:44<00:00, 6.20it/s][WARNING|utils.py:1421] 2024-07-23 15:15:46,434 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2999/3000 [07:44<00:00, 6.38it/s][WARNING|utils.py:1421] 2024-07-23 15:15:46,580 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|██████████| 3000/3000 [07:44<00:00, 5.74it/s] 100%|██████████| 3000/3000 [07:44<00:00, 6.46it/s] loading env vars from: /common2/dh.huang.2023/code/logical-reasoning/.env workding dir: /common2/dh.huang.2023/code/logical-reasoning adding /common2/dh.huang.2023/code/logical-reasoning to sys.path found 3 checkpoints: ['checkpoint-117', 'checkpoint-234', 'checkpoint-351'] Epoch 0 adapter path: None Epoch 1 adapter path: llama-factory/saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-117 Epoch 2 adapter path: llama-factory/saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-234 Epoch 3 adapter path: llama-factory/saves/llama3-8b/lora/sft_bf16_p1_full_en/checkpoint-351 Eval meta-llama/Meta-Llama-3-8B-Instruct with llama-factory/saves/llama3-8b/lora/sft_bf16_p2_full_en Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. Loading checkpoint shards: 0%| | 0/4 [00:00 predictions = eval_model( ^^^^^^^^^^^ File "/common2/dh.huang.2023/code/logical-reasoning/llm_toolkit/llm_utils.py", line 172, in eval_model inputs = tokenizer( ^^^^^^^^^^ File "/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 2883, in __call__ encodings = self._call_one(text=text, text_pair=text_pair, **all_kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 2969, in _call_one return self.batch_encode_plus( ^^^^^^^^^^^^^^^^^^^^^^^ File "/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 3151, in batch_encode_plus padding_strategy, truncation_strategy, max_length, kwargs = self._get_padding_truncation_strategies( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 2788, in _get_padding_truncation_strategies raise ValueError( ValueError: Asking to pad but the tokenizer does not have a padding token. Please select a token to use as `pad_token` `(tokenizer.pad_token = tokenizer.eos_token e.g.)` or add a new pad token via `tokenizer.add_special_tokens({'pad_token': '[PAD]'})`. [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:16:13,641 >> loading file tokenizer.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:16:13,641 >> loading file added_tokens.json from cache at None [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:16:13,641 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/special_tokens_map.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:16:13,641 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer_config.json [WARNING|logging.py:314] 2024-07-23 15:16:13,852 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 15:16:14,091 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 15:16:14,091 >> Model config LlamaConfig { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|modeling_utils.py:3474] 2024-07-23 15:16:14,141 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/model.safetensors.index.json [INFO|modeling_utils.py:1519] 2024-07-23 15:16:14,142 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. [INFO|configuration_utils.py:962] 2024-07-23 15:16:14,143 >> Generate config GenerationConfig { "bos_token_id": 128000, "eos_token_id": 128009 } Loading checkpoint shards: 0%| | 0/4 [00:00> All model checkpoint weights were used when initializing LlamaForCausalLM. [INFO|modeling_utils.py:4288] 2024-07-23 15:16:22,401 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at meta-llama/Meta-Llama-3-8B-Instruct. If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training. [INFO|configuration_utils.py:917] 2024-07-23 15:16:22,648 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/generation_config.json [INFO|configuration_utils.py:962] 2024-07-23 15:16:22,648 >> Generate config GenerationConfig { "bos_token_id": 128000, "do_sample": true, "eos_token_id": [ 128001, 128009 ], "max_length": 4096, "temperature": 0.6, "top_p": 0.9 } Map: 0%| | 0/25000 [00:00> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 1/3000 [00:01<52:16, 1.05s/it][WARNING|utils.py:1421] 2024-07-23 15:16:26,252 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 2/3000 [00:01<25:41, 1.95it/s][WARNING|utils.py:1421] 2024-07-23 15:16:26,391 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 3/3000 [00:01<17:06, 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15:19:55,209 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 40%|████ | 1207/3000 [03:30<05:18, 5.63it/s][WARNING|utils.py:1421] 2024-07-23 15:19:55,383 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 40%|████ | 1208/3000 [03:30<06:04, 4.92it/s][WARNING|utils.py:1421] 2024-07-23 15:19:55,646 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 40%|████ | 1209/3000 [03:30<05:39, 5.27it/s][WARNING|utils.py:1421] 2024-07-23 15:19:55,804 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 40%|████ | 1210/3000 [03:30<05:33, 5.36it/s][WARNING|utils.py:1421] 2024-07-23 15:19:55,983 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 40%|████ | 1211/3000 [03:30<05:29, 5.42it/s][WARNING|utils.py:1421] 2024-07-23 15:19:56,162 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 40%|████ | 1212/3000 [03:31<05:25, 5.50it/s][WARNING|utils.py:1421] 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open-end generation. 65%|██████▌ | 1955/3000 [05:50<03:09, 5.53it/s][WARNING|utils.py:1421] 2024-07-23 15:22:15,602 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1956/3000 [05:50<03:07, 5.56it/s][WARNING|utils.py:1421] 2024-07-23 15:22:15,780 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1957/3000 [05:50<03:06, 5.59it/s][WARNING|utils.py:1421] 2024-07-23 15:22:15,956 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1958/3000 [05:51<03:34, 4.86it/s][WARNING|utils.py:1421] 2024-07-23 15:22:16,224 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1959/3000 [05:51<03:26, 5.05it/s][WARNING|utils.py:1421] 2024-07-23 15:22:16,404 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1960/3000 [05:51<03:19, 5.22it/s][WARNING|utils.py:1421] 2024-07-23 15:22:16,581 >> Setting `pad_token_id` to 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Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1967/3000 [05:52<03:11, 5.39it/s][WARNING|utils.py:1421] 2024-07-23 15:22:17,878 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1968/3000 [05:52<03:02, 5.64it/s][WARNING|utils.py:1421] 2024-07-23 15:22:18,037 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1969/3000 [05:53<03:03, 5.63it/s][WARNING|utils.py:1421] 2024-07-23 15:22:18,215 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1970/3000 [05:53<03:03, 5.60it/s][WARNING|utils.py:1421] 2024-07-23 15:22:18,396 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1971/3000 [05:53<03:04, 5.57it/s][WARNING|utils.py:1421] 2024-07-23 15:22:18,578 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1972/3000 [05:53<03:03, 5.59it/s][WARNING|utils.py:1421] 2024-07-23 15:22:18,755 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1973/3000 [05:53<03:03, 5.60it/s][WARNING|utils.py:1421] 2024-07-23 15:22:18,933 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1974/3000 [05:53<03:29, 4.90it/s][WARNING|utils.py:1421] 2024-07-23 15:22:19,197 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1975/3000 [05:54<03:22, 5.06it/s][WARNING|utils.py:1421] 2024-07-23 15:22:19,379 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1976/3000 [05:54<03:16, 5.22it/s][WARNING|utils.py:1421] 2024-07-23 15:22:19,557 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1977/3000 [05:54<03:38, 4.67it/s][WARNING|utils.py:1421] 2024-07-23 15:22:19,823 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1978/3000 [05:54<03:26, 4.94it/s][WARNING|utils.py:1421] 2024-07-23 15:22:19,998 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1979/3000 [05:55<03:46, 4.50it/s][WARNING|utils.py:1421] 2024-07-23 15:22:20,266 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1980/3000 [05:55<03:59, 4.25it/s][WARNING|utils.py:1421] 2024-07-23 15:22:20,532 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1981/3000 [05:55<03:41, 4.59it/s][WARNING|utils.py:1421] 2024-07-23 15:22:20,709 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1982/3000 [05:55<03:21, 5.04it/s][WARNING|utils.py:1421] 2024-07-23 15:22:20,862 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1983/3000 [05:55<03:14, 5.23it/s][WARNING|utils.py:1421] 2024-07-23 15:22:21,037 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1984/3000 [05:56<03:11, 5.31it/s][WARNING|utils.py:1421] 2024-07-23 15:22:21,218 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1985/3000 [05:56<03:01, 5.58it/s][WARNING|utils.py:1421] 2024-07-23 15:22:21,376 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1986/3000 [05:56<03:29, 4.84it/s][WARNING|utils.py:1421] 2024-07-23 15:22:21,646 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1987/3000 [05:56<03:35, 4.69it/s][WARNING|utils.py:1421] 2024-07-23 15:22:21,875 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1988/3000 [05:56<03:25, 4.93it/s][WARNING|utils.py:1421] 2024-07-23 15:22:22,053 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1989/3000 [05:57<03:14, 5.19it/s][WARNING|utils.py:1421] 2024-07-23 15:22:22,222 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1990/3000 [05:57<03:09, 5.32it/s][WARNING|utils.py:1421] 2024-07-23 15:22:22,400 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1991/3000 [05:57<03:30, 4.79it/s][WARNING|utils.py:1421] 2024-07-23 15:22:22,657 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1992/3000 [05:57<03:19, 5.04it/s][WARNING|utils.py:1421] 2024-07-23 15:22:22,831 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1993/3000 [05:57<03:13, 5.21it/s][WARNING|utils.py:1421] 2024-07-23 15:22:23,007 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1994/3000 [05:57<03:08, 5.33it/s][WARNING|utils.py:1421] 2024-07-23 15:22:23,186 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▋ | 1995/3000 [05:58<03:04, 5.44it/s][WARNING|utils.py:1421] 2024-07-23 15:22:23,361 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 1996/3000 [05:58<03:02, 5.51it/s][WARNING|utils.py:1421] 2024-07-23 15:22:23,536 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 1997/3000 [05:58<03:01, 5.54it/s][WARNING|utils.py:1421] 2024-07-23 15:22:23,715 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 1998/3000 [05:58<03:00, 5.55it/s][WARNING|utils.py:1421] 2024-07-23 15:22:23,894 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 1999/3000 [05:58<03:00, 5.55it/s][WARNING|utils.py:1421] 2024-07-23 15:22:24,074 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2000/3000 [05:59<03:27, 4.82it/s][WARNING|utils.py:1421] 2024-07-23 15:22:24,345 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2001/3000 [05:59<03:17, 5.07it/s][WARNING|utils.py:1421] 2024-07-23 15:22:24,519 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2002/3000 [05:59<03:10, 5.23it/s][WARNING|utils.py:1421] 2024-07-23 15:22:24,696 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2003/3000 [05:59<03:33, 4.68it/s][WARNING|utils.py:1421] 2024-07-23 15:22:24,963 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2004/3000 [05:59<03:21, 4.94it/s][WARNING|utils.py:1421] 2024-07-23 15:22:25,138 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2005/3000 [06:00<03:14, 5.11it/s][WARNING|utils.py:1421] 2024-07-23 15:22:25,319 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2006/3000 [06:00<03:31, 4.70it/s][WARNING|utils.py:1421] 2024-07-23 15:22:25,571 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2007/3000 [06:00<03:20, 4.96it/s][WARNING|utils.py:1421] 2024-07-23 15:22:25,746 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2008/3000 [06:00<03:11, 5.17it/s][WARNING|utils.py:1421] 2024-07-23 15:22:25,921 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2009/3000 [06:00<03:06, 5.31it/s][WARNING|utils.py:1421] 2024-07-23 15:22:26,097 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2010/3000 [06:01<03:00, 5.48it/s][WARNING|utils.py:1421] 2024-07-23 15:22:26,266 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2011/3000 [06:01<02:58, 5.56it/s][WARNING|utils.py:1421] 2024-07-23 15:22:26,440 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2012/3000 [06:01<02:56, 5.60it/s][WARNING|utils.py:1421] 2024-07-23 15:22:26,616 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2013/3000 [06:01<02:56, 5.59it/s][WARNING|utils.py:1421] 2024-07-23 15:22:26,795 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2014/3000 [06:01<02:56, 5.59it/s][WARNING|utils.py:1421] 2024-07-23 15:22:26,974 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2015/3000 [06:01<02:56, 5.59it/s][WARNING|utils.py:1421] 2024-07-23 15:22:27,153 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2016/3000 [06:02<03:23, 4.84it/s][WARNING|utils.py:1421] 2024-07-23 15:22:27,424 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2017/3000 [06:02<03:13, 5.09it/s][WARNING|utils.py:1421] 2024-07-23 15:22:27,597 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2018/3000 [06:02<03:07, 5.23it/s][WARNING|utils.py:1421] 2024-07-23 15:22:27,776 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2019/3000 [06:02<03:04, 5.33it/s][WARNING|utils.py:1421] 2024-07-23 15:22:27,955 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2020/3000 [06:02<03:01, 5.40it/s][WARNING|utils.py:1421] 2024-07-23 15:22:28,135 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2021/3000 [06:03<02:59, 5.45it/s][WARNING|utils.py:1421] 2024-07-23 15:22:28,314 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2022/3000 [06:03<02:54, 5.59it/s][WARNING|utils.py:1421] 2024-07-23 15:22:28,482 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2023/3000 [06:03<02:53, 5.63it/s][WARNING|utils.py:1421] 2024-07-23 15:22:28,657 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 67%|██████▋ | 2024/3000 [06:03<02:53, 5.63it/s][WARNING|utils.py:1421] 2024-07-23 15:22:28,835 >> Setting `pad_token_id` to `eos_token_id`:128001 for 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2024-07-23 15:25:30,194 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2993/3000 [09:05<00:01, 5.89it/s][WARNING|utils.py:1421] 2024-07-23 15:25:30,350 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2994/3000 [09:05<00:01, 5.82it/s][WARNING|utils.py:1421] 2024-07-23 15:25:30,526 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2995/3000 [09:05<00:00, 6.02it/s][WARNING|utils.py:1421] 2024-07-23 15:25:30,679 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2996/3000 [09:05<00:00, 5.09it/s][WARNING|utils.py:1421] 2024-07-23 15:25:30,947 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2997/3000 [09:05<00:00, 5.25it/s][WARNING|utils.py:1421] 2024-07-23 15:25:31,123 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2998/3000 [09:06<00:00, 5.35it/s][WARNING|utils.py:1421] 2024-07-23 15:25:31,302 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2999/3000 [09:06<00:00, 5.42it/s][WARNING|utils.py:1421] 2024-07-23 15:25:31,480 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|██████████| 3000/3000 [09:06<00:00, 5.49it/s] 100%|██████████| 3000/3000 [09:06<00:00, 5.49it/s] [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:25:42,614 >> loading file tokenizer.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:25:42,614 >> loading file added_tokens.json from cache at None [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:25:42,614 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/special_tokens_map.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:25:42,614 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer_config.json [WARNING|logging.py:314] 2024-07-23 15:25:42,830 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 15:25:43,101 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 15:25:43,101 >> Model config LlamaConfig { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|modeling_utils.py:3474] 2024-07-23 15:25:43,184 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/model.safetensors.index.json [INFO|modeling_utils.py:1519] 2024-07-23 15:25:43,185 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. [INFO|configuration_utils.py:962] 2024-07-23 15:25:43,186 >> Generate config GenerationConfig { "bos_token_id": 128000, "eos_token_id": 128009 } Loading checkpoint shards: 0%| | 0/4 [00:00> All model checkpoint weights were used when initializing LlamaForCausalLM. [INFO|modeling_utils.py:4288] 2024-07-23 15:25:51,449 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at meta-llama/Meta-Llama-3-8B-Instruct. If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training. [INFO|configuration_utils.py:917] 2024-07-23 15:25:51,777 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/generation_config.json [INFO|configuration_utils.py:962] 2024-07-23 15:25:51,777 >> Generate config GenerationConfig { "bos_token_id": 128000, "do_sample": true, "eos_token_id": [ 128001, 128009 ], "max_length": 4096, "temperature": 0.6, "top_p": 0.9 } 0%| | 0/3000 [00:00> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 1/3000 [00:01<52:50, 1.06s/it][WARNING|utils.py:1421] 2024-07-23 15:25:54,789 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 2/3000 [00:01<25:55, 1.93it/s][WARNING|utils.py:1421] 2024-07-23 15:25:54,928 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 3/3000 [00:01<17:15, 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2024-07-23 15:32:14,354 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1973/3000 [06:20<03:07, 5.48it/s][WARNING|utils.py:1421] 2024-07-23 15:32:14,534 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1974/3000 [06:21<03:33, 4.80it/s][WARNING|utils.py:1421] 2024-07-23 15:32:14,804 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1975/3000 [06:21<03:22, 5.05it/s][WARNING|utils.py:1421] 2024-07-23 15:32:14,977 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1976/3000 [06:21<03:16, 5.22it/s][WARNING|utils.py:1421] 2024-07-23 15:32:15,154 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1977/3000 [06:21<03:39, 4.65it/s][WARNING|utils.py:1421] 2024-07-23 15:32:15,423 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1978/3000 [06:21<03:55, 4.35it/s][WARNING|utils.py:1421] 2024-07-23 15:32:15,688 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1979/3000 [06:22<04:05, 4.16it/s][WARNING|utils.py:1421] 2024-07-23 15:32:15,953 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1980/3000 [06:22<04:12, 4.03it/s][WARNING|utils.py:1421] 2024-07-23 15:32:16,218 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1981/3000 [06:22<03:51, 4.40it/s][WARNING|utils.py:1421] 2024-07-23 15:32:16,398 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1982/3000 [06:22<03:29, 4.86it/s][WARNING|utils.py:1421] 2024-07-23 15:32:16,553 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1983/3000 [06:23<03:21, 5.04it/s][WARNING|utils.py:1421] 2024-07-23 15:32:16,734 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ 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/common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/special_tokens_map.json [INFO|tokenization_utils_base.py:2108] 2024-07-23 15:35:50,898 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/tokenizer_config.json [WARNING|logging.py:314] 2024-07-23 15:35:51,111 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. /common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`. warnings.warn( [INFO|configuration_utils.py:733] 2024-07-23 15:35:51,360 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/config.json [INFO|configuration_utils.py:796] 2024-07-23 15:35:51,361 >> Model config LlamaConfig { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.41.2", "use_cache": true, "vocab_size": 128256 } [INFO|modeling_utils.py:3474] 2024-07-23 15:35:51,443 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/model.safetensors.index.json [INFO|modeling_utils.py:1519] 2024-07-23 15:35:51,445 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. [INFO|configuration_utils.py:962] 2024-07-23 15:35:51,445 >> Generate config GenerationConfig { "bos_token_id": 128000, "eos_token_id": 128009 } Loading checkpoint shards: 0%| | 0/4 [00:00> All model checkpoint weights were used when initializing LlamaForCausalLM. [INFO|modeling_utils.py:4288] 2024-07-23 15:35:59,671 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at meta-llama/Meta-Llama-3-8B-Instruct. If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training. [INFO|configuration_utils.py:917] 2024-07-23 15:35:59,921 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/e1945c40cd546c78e41f1151f4db032b271faeaa/generation_config.json [INFO|configuration_utils.py:962] 2024-07-23 15:35:59,921 >> Generate config GenerationConfig { "bos_token_id": 128000, "do_sample": true, "eos_token_id": [ 128001, 128009 ], "max_length": 4096, "temperature": 0.6, "top_p": 0.9 } 0%| | 0/3000 [00:00> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 1/3000 [00:01<52:30, 1.05s/it][WARNING|utils.py:1421] 2024-07-23 15:36:04,766 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 2/3000 [00:01<25:53, 1.93it/s][WARNING|utils.py:1421] 2024-07-23 15:36:04,908 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 0%| | 3/3000 [00:01<17:13, 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2024-07-23 15:41:51,056 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 63%|██████▎ | 1903/3000 [05:47<03:44, 4.89it/s][WARNING|utils.py:1421] 2024-07-23 15:41:51,325 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 63%|██████▎ | 1904/3000 [05:47<04:03, 4.49it/s][WARNING|utils.py:1421] 2024-07-23 15:41:51,590 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▎ | 1905/3000 [05:48<03:44, 4.88it/s][WARNING|utils.py:1421] 2024-07-23 15:41:51,753 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▎ | 1906/3000 [05:48<04:03, 4.48it/s][WARNING|utils.py:1421] 2024-07-23 15:41:52,019 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▎ | 1907/3000 [05:48<03:49, 4.77it/s][WARNING|utils.py:1421] 2024-07-23 15:41:52,197 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▎ | 1908/3000 [05:48<03:38, 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Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▍ | 1932/3000 [05:53<03:07, 5.71it/s][WARNING|utils.py:1421] 2024-07-23 15:41:56,833 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▍ | 1933/3000 [05:53<03:08, 5.67it/s][WARNING|utils.py:1421] 2024-07-23 15:41:57,013 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▍ | 1934/3000 [05:53<03:08, 5.64it/s][WARNING|utils.py:1421] 2024-07-23 15:41:57,192 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 64%|██████▍ | 1935/3000 [05:53<03:08, 5.64it/s][WARNING|utils.py:1421] 2024-07-23 15:41:57,370 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1936/3000 [05:53<03:09, 5.63it/s][WARNING|utils.py:1421] 2024-07-23 15:41:57,548 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1937/3000 [05:54<03:08, 5.64it/s][WARNING|utils.py:1421] 2024-07-23 15:41:57,725 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1938/3000 [05:54<03:03, 5.78it/s][WARNING|utils.py:1421] 2024-07-23 15:41:57,887 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1939/3000 [05:54<03:04, 5.76it/s][WARNING|utils.py:1421] 2024-07-23 15:41:58,062 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1940/3000 [05:54<03:04, 5.76it/s][WARNING|utils.py:1421] 2024-07-23 15:41:58,236 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1941/3000 [05:54<03:05, 5.71it/s][WARNING|utils.py:1421] 2024-07-23 15:41:58,415 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1942/3000 [05:54<03:06, 5.66it/s][WARNING|utils.py:1421] 2024-07-23 15:41:58,595 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▍ | 1943/3000 [05:55<03:07, 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`eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1961/3000 [05:58<03:09, 5.49it/s][WARNING|utils.py:1421] 2024-07-23 15:42:02,017 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1962/3000 [05:58<03:04, 5.63it/s][WARNING|utils.py:1421] 2024-07-23 15:42:02,184 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1963/3000 [05:58<03:02, 5.67it/s][WARNING|utils.py:1421] 2024-07-23 15:42:02,358 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 65%|██████▌ | 1964/3000 [05:58<03:30, 4.91it/s][WARNING|utils.py:1421] 2024-07-23 15:42:02,624 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1965/3000 [05:59<03:51, 4.48it/s][WARNING|utils.py:1421] 2024-07-23 15:42:02,894 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1966/3000 [05:59<03:37, 4.76it/s][WARNING|utils.py:1421] 2024-07-23 15:42:03,073 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1967/3000 [05:59<03:26, 4.99it/s][WARNING|utils.py:1421] 2024-07-23 15:42:03,251 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1968/3000 [05:59<03:14, 5.31it/s][WARNING|utils.py:1421] 2024-07-23 15:42:03,411 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1969/3000 [05:59<03:11, 5.38it/s][WARNING|utils.py:1421] 2024-07-23 15:42:03,591 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1970/3000 [06:00<03:09, 5.43it/s][WARNING|utils.py:1421] 2024-07-23 15:42:03,771 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1971/3000 [06:00<03:07, 5.48it/s][WARNING|utils.py:1421] 2024-07-23 15:42:03,949 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1972/3000 [06:00<03:06, 5.53it/s][WARNING|utils.py:1421] 2024-07-23 15:42:04,127 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1973/3000 [06:00<03:04, 5.57it/s][WARNING|utils.py:1421] 2024-07-23 15:42:04,303 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1974/3000 [06:00<03:29, 4.89it/s][WARNING|utils.py:1421] 2024-07-23 15:42:04,566 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1975/3000 [06:01<03:21, 5.09it/s][WARNING|utils.py:1421] 2024-07-23 15:42:04,745 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1976/3000 [06:01<03:14, 5.26it/s][WARNING|utils.py:1421] 2024-07-23 15:42:04,920 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1977/3000 [06:01<03:36, 4.71it/s][WARNING|utils.py:1421] 2024-07-23 15:42:05,183 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 66%|██████▌ | 1978/3000 [06:01<03:52, 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[09:14<00:00, 5.68it/s][WARNING|utils.py:1421] 2024-07-23 15:45:18,092 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|█████████▉| 2999/3000 [09:14<00:00, 5.66it/s][WARNING|utils.py:1421] 2024-07-23 15:45:18,270 >> Setting `pad_token_id` to `eos_token_id`:128001 for open-end generation. 100%|██████████| 3000/3000 [09:14<00:00, 5.65it/s] 100%|██████████| 3000/3000 [09:14<00:00, 5.41it/s] loading env vars from: /common2/dh.huang.2023/code/logical-reasoning/.env workding dir: /common2/dh.huang.2023/code/logical-reasoning adding /common2/dh.huang.2023/code/logical-reasoning to sys.path found 3 checkpoints: ['checkpoint-117', 'checkpoint-234', 'checkpoint-351'] Epoch 0 adapter path: None Epoch 1 adapter path: llama-factory/saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-117 Epoch 2 adapter path: llama-factory/saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-234 Epoch 3 adapter path: llama-factory/saves/llama3-8b/lora/sft_bf16_p2_full_en/checkpoint-351 Job ID: 72869 Cluster: crimson User/Group: dh.huang.2023/dh.huang.2023 State: COMPLETED (exit code 0) Nodes: 1 Cores per node: 10 CPU Utilized: 04:56:40 CPU Efficiency: 10.07% of 2-01:05:50 core-walltime Job Wall-clock time: 04:54:35 Memory Utilized: 5.16 GB Memory Efficiency: 2.02% of 256.00 GB