| { | |
| "model_type": "qwen2-7b-instruct", | |
| "model_id_or_path": "/mnt/workspace/hujinghan.hjh/agent/qwen2-7b", | |
| "model_revision": "master", | |
| "sft_type": "full", | |
| "freeze_parameters": 0.0, | |
| "additional_trainable_parameters": [], | |
| "tuner_backend": "peft", | |
| "template_type": "qwen", | |
| "output_dir": "/mnt/workspace/hujinghan.hjh/agent/agent-flan/qwen2-7b-instruct/v5-20240613-004226", | |
| "add_output_dir_suffix": true, | |
| "ddp_backend": "nccl", | |
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| "ddp_broadcast_buffers": null, | |
| "seed": 42, | |
| "resume_from_checkpoint": null, | |
| "ignore_data_skip": false, | |
| "dtype": "bf16", | |
| "packing": false, | |
| "dataset": [ | |
| "msagent-pro" | |
| ], | |
| "val_dataset": [], | |
| "dataset_seed": 42, | |
| "dataset_test_ratio": 0.01, | |
| "use_loss_scale": true, | |
| "loss_scale_config_path": "/mnt/workspace/hujinghan.hjh/swift/swift/llm/agent/agentflan.json", | |
| "system": "You are a helpful assistant.", | |
| "tools_prompt": "react_en", | |
| "max_length": 8192, | |
| "truncation_strategy": "delete", | |
| "check_dataset_strategy": "none", | |
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| "bnb_4bit_quant_storage": null, | |
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| "v_proj" | |
| ], | |
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| "lora_alpha": 32, | |
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| "lora_bias_trainable": "none", | |
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| "lora_dtype": "AUTO", | |
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| "init_lora_weights": "true", | |
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| "boft_block_size": 4, | |
| "boft_block_num": 0, | |
| "boft_n_butterfly_factor": 1, | |
| "boft_target_modules": [ | |
| "DEFAULT" | |
| ], | |
| "boft_dropout": 0.0, | |
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| "vera_rank": 256, | |
| "vera_target_modules": [ | |
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| "galore_scale": 1.0, | |
| "galore_proj_type": "std", | |
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| "adalora_beta2": 0.85, | |
| "adalora_orth_reg_weight": 0.5, | |
| "ia3_target_modules": [ | |
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| "enabled": "auto" | |
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| "betas": "auto", | |
| "eps": "auto", | |
| "weight_decay": "auto" | |
| } | |
| }, | |
| "scheduler": { | |
| "type": "WarmupDecayLR", | |
| "params": { | |
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| "warmup_min_lr": "auto", | |
| "warmup_max_lr": "auto", | |
| "warmup_num_steps": "auto" | |
| } | |
| }, | |
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| "offload_optimizer": { | |
| "device": "none", | |
| "pin_memory": true | |
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| "overlap_comm": true, | |
| "contiguous_gradients": true, | |
| "sub_group_size": 1000000000.0, | |
| "reduce_bucket_size": "auto", | |
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| "stage3_gather_16bit_weights_on_model_save": true | |
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| "gradient_accumulation_steps": "auto", | |
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| "train_micro_batch_size_per_gpu": "auto", | |
| "wall_clock_breakdown": false | |
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| "save_only_model": true, | |
| "save_total_limit": 2, | |
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| "push_hub_strategy": "push_best", | |
| "test_oom_error": false, | |
| "disable_tqdm": true, | |
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| "use_flash_attn": null, | |
| "ignore_args_error": false, | |
| "check_model_is_latest": true, | |
| "logging_dir": "/mnt/workspace/hujinghan.hjh/agent/agent-flan/qwen2-7b-instruct/v5-20240613-004226/runs", | |
| "report_to": [ | |
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| ], | |
| "acc_strategy": "token", | |
| "save_on_each_node": true, | |
| "evaluation_strategy": "steps", | |
| "save_strategy": "epoch", | |
| "save_safetensors": true, | |
| "gpu_memory_fraction": null, | |
| "include_num_input_tokens_seen": false, | |
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| "custom_register_path": null, | |
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| "device_map_config_path": null, | |
| "max_new_tokens": 2048, | |
| "do_sample": true, | |
| "temperature": 0.3, | |
| "top_k": 20, | |
| "top_p": 0.7, | |
| "repetition_penalty": 1.0, | |
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| "fsdp": "", | |
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| "self_cognition_sample": 0, | |
| "train_dataset_mix_ratio": 0.0, | |
| "train_dataset_mix_ds": [ | |
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| "deepspeed_config_path": null, | |
| "model_cache_dir": null, | |
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| "custom_val_dataset_path": [], | |
| "use_self_cognition": false, | |
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| "lora_use_all": false, | |
| "lora_m2s_use_embedding": false, | |
| "lora_m2s_use_ln": false, | |
| "torch_dtype": "torch.bfloat16", | |
| "fp16": false, | |
| "bf16": true, | |
| "bnb_4bit_compute_dtype": "torch.bfloat16", | |
| "load_in_4bit": false, | |
| "load_in_8bit": false, | |
| "train_sampler_random": true, | |
| "training_args": "Seq2SeqTrainingArguments(output_dir='/mnt/workspace/hujinghan.hjh/agent/agent-flan/qwen2-7b-instruct/v5-20240613-004226', overwrite_output_dir=False, do_train=False, do_eval=True, do_predict=False, eval_strategy=<IntervalStrategy.STEPS: 'steps'>, prediction_loss_only=False, per_device_train_batch_size=1, per_device_eval_batch_size=1, per_gpu_train_batch_size=None, per_gpu_eval_batch_size=None, gradient_accumulation_steps=4, eval_accumulation_steps=None, eval_delay=0, learning_rate=2e-06, weight_decay=0.1, adam_beta1=0.9, adam_beta2=0.999, adam_epsilon=1e-08, max_grad_norm=0.5, num_train_epochs=2, max_steps=-1, lr_scheduler_type=<SchedulerType.LINEAR: 'linear'>, lr_scheduler_kwargs={}, warmup_ratio=0.05, warmup_steps=0, log_level='passive', log_level_replica='warning', log_on_each_node=True, logging_dir='/mnt/workspace/hujinghan.hjh/agent/agent-flan/qwen2-7b-instruct/v5-20240613-004226/runs', logging_strategy=<IntervalStrategy.STEPS: 'steps'>, 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\"top_k\": 20,\n \"top_p\": 0.7\n}\n, train_sampler_random=True, push_hub_strategy='push_best', acc_strategy='token', additional_saved_files=[], metric_warmup_step=0, train_dataset_sample=21691)" | |
| } |