{ "model": "huihui-ai/checkpoint-1237-merged", "model_type": "llama3_2", "model_revision": null, "task_type": "causal_lm", "torch_dtype": "bfloat16", "attn_impl": null, "num_labels": null, "rope_scaling": null, "device_map": null, "local_repo_path": null, "template": "llama3_2", "system": "You are a helpful assistant. You should think step-by-step.", "max_length": 16384, "truncation_strategy": "delete", "max_pixels": null, "tools_prompt": "react_en", "padding_side": "right", "loss_scale": "default", "sequence_parallel_size": 1, "use_chat_template": true, "template_backend": "swift", "dataset": [ "data/qwq_500k.jsonl#20000", "data/refine_from_qwen2_5.jsonl#20000" ], "val_dataset": [], "split_dataset_ratio": 0.01, "data_seed": 42, "dataset_num_proc": 1, "streaming": false, "enable_cache": false, "download_mode": "reuse_dataset_if_exists", "strict": false, "model_name": [ "huihui-ai-robot" ], "model_author": [ "huihui-ai" ], "custom_dataset_info": [], "quant_method": null, "quant_bits": null, "hqq_axis": null, "bnb_4bit_compute_dtype": "bfloat16", "bnb_4bit_quant_type": "nf4", "bnb_4bit_use_double_quant": true, "bnb_4bit_quant_storage": null, "max_new_tokens": 64, "temperature": 0.0, "top_k": null, "top_p": null, "repetition_penalty": null, "num_beams": 1, "stream": false, "stop_words": [], "logprobs": false, "ckpt_dir": "huihui-ai/checkpoint-1237-merged", "load_dataset_config": null, "lora_modules": [], "tuner_backend": "peft", "train_type": "lora", "adapters": [], "seed": 42, "model_kwargs": {}, "load_args": true, "load_data_args": false, "use_hf": false, "hub_token": null, "custom_register_path": [], "ignore_args_error": false, "use_swift_lora": false, "output_dir": "D:\\AITrain\\modelscope\\ms-swift\\output\\Llama-3.2-1B-Instruct-abliterated\\lora\\sft2\\v1-20250103-123828", "overwrite_output_dir": false, "do_train": false, "do_eval": false, "do_predict": false, "eval_strategy": "steps", "prediction_loss_only": false, "per_device_train_batch_size": 1, "per_device_eval_batch_size": 1, "per_gpu_train_batch_size": null, "per_gpu_eval_batch_size": null, "gradient_accumulation_steps": 16, "eval_accumulation_steps": null, "eval_delay": 0, "torch_empty_cache_steps": null, "learning_rate": 0.0001, "weight_decay": 0.1, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_epsilon": 1e-08, "max_grad_norm": 1.0, "num_train_epochs": 1.0, "max_steps": -1, "lr_scheduler_type": "cosine", "lr_scheduler_kwargs": null, "warmup_ratio": 0.05, "warmup_steps": 0, "log_level": "passive", "log_level_replica": "warning", "log_on_each_node": true, "logging_dir": "D:\\AITrain\\modelscope\\ms-swift\\output\\Llama-3.2-1B-Instruct-abliterated\\lora\\sft2\\v1-20250103-123828\\runs", "logging_strategy": "steps", "logging_first_step": true, "logging_steps": 5, "logging_nan_inf_filter": true, "save_strategy": "steps", "save_steps": 50.0, "save_total_limit": 2, "save_safetensors": true, "save_on_each_node": false, "save_only_model": false, "restore_callback_states_from_checkpoint": false, "no_cuda": false, "use_cpu": false, "use_mps_device": false, "jit_mode_eval": false, "use_ipex": false, "bf16": true, "fp16": false, "fp16_opt_level": "O1", "half_precision_backend": "auto", "bf16_full_eval": false, "fp16_full_eval": false, "tf32": null, "local_rank": -1, "ddp_backend": null, "tpu_num_cores": null, "tpu_metrics_debug": false, "debug": null, "dataloader_drop_last": false, "eval_steps": 50.0, "dataloader_num_workers": 4, "dataloader_prefetch_factor": null, "past_index": -1, "run_name": null, "disable_tqdm": null, "remove_unused_columns": false, "label_names": null, "load_best_model_at_end": false, "metric_for_best_model": "loss", "greater_is_better": false, "ignore_data_skip": false, "fsdp": "", "fsdp_min_num_params": 0, "fsdp_config": null, "fsdp_transformer_layer_cls_to_wrap": null, "accelerator_config": { "dispatch_batches": false }, "deepspeed": null, "label_smoothing_factor": 0.0, "optim": "adamw_torch", "optim_args": null, "adafactor": false, "group_by_length": false, "length_column_name": "length", "report_to": [ "tensorboard" ], "ddp_find_unused_parameters": null, "ddp_bucket_cap_mb": null, "ddp_broadcast_buffers": null, "dataloader_pin_memory": true, "dataloader_persistent_workers": false, "skip_memory_metrics": true, "use_legacy_prediction_loop": false, "push_to_hub": false, "resume_from_checkpoint": null, "hub_model_id": null, "hub_strategy": "every_save", "hub_private_repo": null, "hub_always_push": false, "gradient_checkpointing": true, "gradient_checkpointing_kwargs": null, "include_inputs_for_metrics": false, "include_for_metrics": [], "eval_do_concat_batches": true, "fp16_backend": "auto", "evaluation_strategy": "steps", "push_to_hub_model_id": null, "push_to_hub_organization": null, "push_to_hub_token": null, "mp_parameters": "", "auto_find_batch_size": false, "full_determinism": false, "torchdynamo": null, "ray_scope": "last", "ddp_timeout": 1800, "torch_compile": false, "torch_compile_backend": null, "torch_compile_mode": null, "dispatch_batches": null, "split_batches": null, "include_tokens_per_second": false, "include_num_input_tokens_seen": false, "neftune_noise_alpha": null, "optim_target_modules": null, "batch_eval_metrics": false, "eval_on_start": false, "use_liger_kernel": false, "eval_use_gather_object": false, "average_tokens_across_devices": false, "sortish_sampler": false, "predict_with_generate": false, "generation_max_length": null, "generation_num_beams": null, "generation_config": null, "freeze_parameters": [], "freeze_parameters_ratio": 0.0, "trainable_parameters": [], "freeze_llm": false, "freeze_vit": true, "freeze_aligner": true, "target_modules": [ "all-linear" ], "target_regex": null, "modules_to_save": [], "lora_rank": 8, "lora_alpha": 32, "lora_dropout": 0.05, "lora_bias": "none", "lora_dtype": null, "lorap_lr_ratio": null, "use_rslora": false, "use_dora": false, "lora_ga_batch_size": 2, "lora_ga_iters": 2, "lora_ga_max_length": 1024, "lora_ga_direction": "ArB2r", "lora_ga_scale": "stable", "lora_ga_stable_gamma": 16, "init_weights": true, "fourier_n_frequency": 2000, "fourier_scaling": 300.0, "boft_block_size": 4, "boft_block_num": 0, "boft_n_butterfly_factor": 1, "boft_dropout": 0.0, "vera_rank": 256, "vera_projection_prng_key": 0, "vera_dropout": 0.0, "vera_d_initial": 0.1, "adapter_act": "gelu", "adapter_length": 128, "use_galore": false, "galore_target_modules": null, "galore_rank": 128, "galore_update_proj_gap": 50, "galore_scale": 1.0, "galore_proj_type": "std", "galore_optim_per_parameter": false, "galore_with_embedding": false, "galore_quantization": false, "galore_proj_quant": false, "galore_proj_bits": 4, "galore_proj_group_size": 256, "galore_cos_threshold": 0.4, "galore_gamma_proj": 2, "galore_queue_size": 5, "adalora_target_r": 8, "adalora_init_r": 12, "adalora_tinit": 0, "adalora_tfinal": 0, "adalora_deltaT": 1, "adalora_beta1": 0.85, "adalora_beta2": 0.85, "adalora_orth_reg_weight": 0.5, "llamapro_num_new_blocks": 4, "llamapro_num_groups": null, "lisa_activated_layers": 0, "lisa_step_interval": 20, "reft_layer_key": null, "reft_layers": null, "reft_rank": 4, "reft_intervention_type": "LoreftIntervention", "reft_args": null, "use_liger": false, "model_layer_cls_name": null, "metric_warmup_step": 0, "fsdp_num": 1, "acc_steps": 1, "add_version": true, "resume_only_model": false, "check_model": true, "packing": false, "lazy_tokenize": false, "loss_type": null, "optimizer": null, "metric": null, "acc_strategy": "token", "rank": -1, "global_world_size": 1, "local_world_size": 1, "model_suffix": "checkpoint-1237-merged", "model_info": "ModelInfo(model_type='llama3_2', model_dir='D:\\\\AITrain\\\\modelscope\\\\ms-swift\\\\huihui-ai\\\\checkpoint-1237-merged', torch_dtype=torch.bfloat16, max_model_len=131072, quant_method=None, quant_bits=None, config={'factor': 32.0, 'high_freq_factor': 4.0, 'low_freq_factor': 1.0, 'original_max_position_embeddings': 8192, 'rope_type': 'llama3'}, task_type=None)", "model_meta": "ModelMeta(model_type='llama3_2', model_groups=[ModelGroup(models=[Model(ms_model_id='LLM-Research/Llama-3.2-1B', hf_model_id='meta-llama/Llama-3.2-1B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='LLM-Research/Llama-3.2-3B', hf_model_id='meta-llama/Llama-3.2-3B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='LLM-Research/Llama-3.2-1B-Instruct', hf_model_id='meta-llama/Llama-3.2-1B-Instruct', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='LLM-Research/Llama-3.2-3B-Instruct', hf_model_id='meta-llama/Llama-3.2-3B-Instruct', model_path=None, ms_revision=None, hf_revision=None)], ignore_patterns=None, requires=None, tags=[]), ModelGroup(models=[Model(ms_model_id='LLM-Research/Llama-3.3-70B-Instruct', hf_model_id='meta-llama/Llama-3.3-70B-Instruct', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='unsloth/Llama-3.3-70B-Instruct-bnb-4bit', hf_model_id='unsloth/Llama-3.3-70B-Instruct-bnb-4bit', model_path=None, ms_revision=None, hf_revision=None)], ignore_patterns=None, requires=None, tags=[])], template='llama3_2', get_function=, model_arch='llama', architectures=['LlamaForCausalLM'], is_multimodal=False, additional_saved_files=[], torch_dtype=None, ignore_patterns=[], requires=['transformers>=4.45'], tags=[])", "model_dir": "D:\\AITrain\\modelscope\\ms-swift\\huihui-ai\\checkpoint-1237-merged", "hub": "", "training_args": "Seq2SeqTrainingArguments(output_dir='D:\\\\AITrain\\\\modelscope\\\\ms-swift\\\\output\\\\Llama-3.2-1B-Instruct-abliterated\\\\lora\\\\sft2\\\\v1-20250103-123828', overwrite_output_dir=False, do_train=False, do_eval=True, do_predict=False, eval_strategy=, 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=16, eval_accumulation_steps=None, eval_delay=0, torch_empty_cache_steps=None, learning_rate=0.0001, weight_decay=0.1, adam_beta1=0.9, adam_beta2=0.999, adam_epsilon=1e-08, max_grad_norm=1.0, num_train_epochs=1.0, max_steps=-1, lr_scheduler_type=, lr_scheduler_kwargs=None, warmup_ratio=0.05, warmup_steps=0, log_level='passive', log_level_replica='warning', log_on_each_node=True, logging_dir='D:\\\\AITrain\\\\modelscope\\\\ms-swift\\\\output\\\\Llama-3.2-1B-Instruct-abliterated\\\\lora\\\\sft2\\\\v1-20250103-123828\\\\runs', logging_strategy=, logging_first_step=True, logging_steps=5, logging_nan_inf_filter=True, save_strategy=, save_steps=50, save_total_limit=2, save_safetensors=True, save_on_each_node=False, save_only_model=False, restore_callback_states_from_checkpoint=False, no_cuda=False, use_cpu=False, use_mps_device=False, seed=42, data_seed=42, jit_mode_eval=False, use_ipex=False, bf16=True, fp16=False, fp16_opt_level='O1', half_precision_backend='auto', bf16_full_eval=False, fp16_full_eval=False, tf32=None, local_rank=0, ddp_backend=None, tpu_num_cores=None, tpu_metrics_debug=False, debug=[], dataloader_drop_last=False, eval_steps=50, dataloader_num_workers=4, dataloader_prefetch_factor=None, past_index=-1, run_name='D:\\\\AITrain\\\\modelscope\\\\ms-swift\\\\output\\\\Llama-3.2-1B-Instruct-abliterated\\\\lora\\\\sft2\\\\v1-20250103-123828', disable_tqdm=False, remove_unused_columns=False, label_names=None, load_best_model_at_end=False, metric_for_best_model='loss', greater_is_better=False, ignore_data_skip=False, fsdp=[], fsdp_min_num_params=0, fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, fsdp_transformer_layer_cls_to_wrap=None, accelerator_config=AcceleratorConfig(split_batches=False, dispatch_batches=False, even_batches=True, use_seedable_sampler=True, non_blocking=False, gradient_accumulation_kwargs=None, use_configured_state=False), deepspeed=None, label_smoothing_factor=0.0, optim=, optim_args=None, adafactor=False, group_by_length=False, length_column_name='length', report_to=['tensorboard'], ddp_find_unused_parameters=None, ddp_bucket_cap_mb=None, ddp_broadcast_buffers=None, dataloader_pin_memory=True, dataloader_persistent_workers=False, skip_memory_metrics=True, use_legacy_prediction_loop=False, push_to_hub=False, resume_from_checkpoint=None, hub_model_id=None, hub_strategy=, hub_token=None, hub_private_repo=None, hub_always_push=False, gradient_checkpointing=True, gradient_checkpointing_kwargs=None, include_inputs_for_metrics=False, include_for_metrics=[], eval_do_concat_batches=True, fp16_backend='auto', evaluation_strategy='steps', push_to_hub_model_id=None, push_to_hub_organization=None, push_to_hub_token=None, mp_parameters='', auto_find_batch_size=False, full_determinism=False, torchdynamo=None, ray_scope='last', ddp_timeout=1800, torch_compile=False, torch_compile_backend=None, torch_compile_mode=None, dispatch_batches=None, split_batches=None, include_tokens_per_second=None, include_num_input_tokens_seen=None, neftune_noise_alpha=None, optim_target_modules=None, batch_eval_metrics=False, eval_on_start=False, use_liger_kernel=False, eval_use_gather_object=False, average_tokens_across_devices=None, sortish_sampler=False, predict_with_generate=False, generation_max_length=None, generation_num_beams=None, generation_config=None, acc_strategy='token', sequence_parallel_size=1, check_model=True, train_sampler_random=True, is_encoder_decoder=False, metric_warmup_step=0, train_dataset_sample=-1, fsdp_num=1, acc_steps=1, train_type='lora')" }