| 07/16/2024 16:46:13 - WARNING - transformers.tokenization_utils_base - Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. | |
| 07/16/2024 16:46:13 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> | |
| 07/16/2024 16:46:13 - WARNING - transformers.tokenization_utils_base - Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. | |
| 07/16/2024 16:46:13 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> | |
| [INFO|parser.py:325] 2024-07-16 16:46:13,724 >> Process rank: 0, device: cuda:0, n_gpu: 1, distributed training: True, compute dtype: None | |
| [INFO|tokenization_utils_base.py:2159] 2024-07-16 16:46:13,726 >> loading file tokenizer.json | |
| [INFO|tokenization_utils_base.py:2159] 2024-07-16 16:46:13,726 >> loading file added_tokens.json | |
| 07/16/2024 16:46:13 - WARNING - transformers.tokenization_utils_base - Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. | |
| 07/16/2024 16:46:13 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> | |
| 07/16/2024 16:46:13 - INFO - llamafactory.hparams.parser - Process rank: 3, device: cuda:3, n_gpu: 1, distributed training: True, compute dtype: None | |
| 07/16/2024 16:46:13 - INFO - llamafactory.hparams.parser - Process rank: 7, device: cuda:7, n_gpu: 1, distributed training: True, compute dtype: None | |
| 07/16/2024 16:46:13 - INFO - llamafactory.hparams.parser - Process rank: 6, device: cuda:6, n_gpu: 1, distributed training: True, compute dtype: None | |
| [INFO|tokenization_utils_base.py:2159] 2024-07-16 16:46:13,726 >> loading file special_tokens_map.json | |
| [INFO|tokenization_utils_base.py:2159] 2024-07-16 16:46:13,726 >> loading file tokenizer_config.json | |
| [WARNING|logging.py:313] 2024-07-16 16:46:13,988 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. | |
| [INFO|template.py:270] 2024-07-16 16:46:13,989 >> Replace eos token: <|eot_id|> | |
| [INFO|loader.py:50] 2024-07-16 16:46:13,989 >> Loading dataset 0716_truthfulqa_benchmark_test_2.json... | |
| 07/16/2024 16:46:13 - INFO - llamafactory.hparams.parser - Process rank: 5, device: cuda:5, n_gpu: 1, distributed training: True, compute dtype: None | |
| 07/16/2024 16:46:14 - WARNING - transformers.tokenization_utils_base - Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. | |
| 07/16/2024 16:46:14 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> | |
| 07/16/2024 16:46:14 - WARNING - transformers.tokenization_utils_base - Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. | |
| 07/16/2024 16:46:14 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> | |
| 07/16/2024 16:46:14 - WARNING - transformers.tokenization_utils_base - Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. | |
| 07/16/2024 16:46:14 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> | |
| 07/16/2024 16:46:14 - WARNING - transformers.tokenization_utils_base - Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. | |
| 07/16/2024 16:46:14 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|> | |
| 07/16/2024 16:46:15 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test_2.json... | |
| 07/16/2024 16:46:15 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test_2.json... | |
| 07/16/2024 16:46:15 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test_2.json... | |
| 07/16/2024 16:46:15 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test_2.json... | |
| 07/16/2024 16:46:15 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test_2.json... | |
| 07/16/2024 16:46:15 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test_2.json... | |
| 07/16/2024 16:46:15 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test_2.json... | |
| [INFO|configuration_utils.py:731] 2024-07-16 16:46:19,192 >> loading configuration file saves/LLaMA3-8B-Chat/full/train_2024-07-16-15-59-42_llama3_2/config.json | |
| [INFO|configuration_utils.py:800] 2024-07-16 16:46:19,193 >> Model config LlamaConfig { | |
| "_name_or_path": "saves/LLaMA3-8B-Chat/full/train_2024-07-16-15-59-42_llama3_2", | |
| "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": "4.42.3", | |
| "use_cache": false, | |
| "vocab_size": 128256 | |
| } | |
| [INFO|patcher.py:81] 2024-07-16 16:46:19,193 >> Using KV cache for faster generation. | |
| [INFO|modeling_utils.py:3553] 2024-07-16 16:46:19,217 >> loading weights file saves/LLaMA3-8B-Chat/full/train_2024-07-16-15-59-42_llama3_2/model.safetensors.index.json | |
| [INFO|modeling_utils.py:1531] 2024-07-16 16:46:19,218 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16. | |
| [INFO|configuration_utils.py:1000] 2024-07-16 16:46:19,219 >> Generate config GenerationConfig { | |
| "bos_token_id": 128000, | |
| "eos_token_id": 128009 | |
| } | |
| 07/16/2024 16:46:19 - INFO - llamafactory.model.patcher - Using KV cache for faster generation. | |
| 07/16/2024 16:46:19 - INFO - llamafactory.model.patcher - Using KV cache for faster generation. | |
| 07/16/2024 16:46:19 - INFO - llamafactory.model.patcher - Using KV cache for faster generation. | |
| 07/16/2024 16:46:19 - INFO - llamafactory.model.patcher - Using KV cache for faster generation. | |
| 07/16/2024 16:46:19 - INFO - llamafactory.model.patcher - Using KV cache for faster generation. | |
| 07/16/2024 16:46:19 - INFO - llamafactory.model.patcher - Using KV cache for faster generation. | |
| 07/16/2024 16:46:19 - INFO - llamafactory.model.patcher - Using KV cache for faster generation. | |
| [INFO|modeling_utils.py:4364] 2024-07-16 16:46:23,245 >> All model checkpoint weights were used when initializing LlamaForCausalLM. | |
| [INFO|modeling_utils.py:4372] 2024-07-16 16:46:23,245 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at saves/LLaMA3-8B-Chat/full/train_2024-07-16-15-59-42_llama3_2. | |
| 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:953] 2024-07-16 16:46:23,249 >> loading configuration file saves/LLaMA3-8B-Chat/full/train_2024-07-16-15-59-42_llama3_2/generation_config.json | |
| [INFO|configuration_utils.py:1000] 2024-07-16 16:46:23,249 >> 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 | |
| } | |
| [INFO|attention.py:80] 2024-07-16 16:46:23,255 >> Using torch SDPA for faster training and inference. | |
| [INFO|loader.py:196] 2024-07-16 16:46:23,260 >> all params: 8,030,261,248 | |
| [INFO|trainer.py:3788] 2024-07-16 16:46:23,374 >> | |
| ***** Running Prediction ***** | |
| [INFO|trainer.py:3790] 2024-07-16 16:46:23,375 >> Num examples = 1253 | |
| [INFO|trainer.py:3793] 2024-07-16 16:46:23,375 >> Batch size = 2 | |
| [WARNING|logging.py:328] 2024-07-16 16:46:24,023 >> We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co./docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache) | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.loader - all params: 8,030,261,248 | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.loader - all params: 8,030,261,248 | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.loader - all params: 8,030,261,248 | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.loader - all params: 8,030,261,248 | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.loader - all params: 8,030,261,248 | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.loader - all params: 8,030,261,248 | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference. | |
| 07/16/2024 16:46:24 - INFO - llamafactory.model.loader - all params: 8,030,261,248 | |
| 07/16/2024 16:46:25 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co./docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache) | |
| 07/16/2024 16:46:25 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co./docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache) | |
| 07/16/2024 16:46:25 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co./docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache) | |
| 07/16/2024 16:46:25 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co./docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache) | |
| 07/16/2024 16:46:25 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co./docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache) | |
| 07/16/2024 16:46:25 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co./docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache) | |
| 07/16/2024 16:46:25 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co./docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache) | |
| [INFO|trainer.py:127] 2024-07-16 16:46:32,944 >> Saving prediction results to saves/LLaMA3-8B-Chat/full/eval_2024-07-16-16-45-32/generated_predictions.jsonl | |