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{
"model": "growth-cadet/qwen2-7b-signals-department-TO-JSON07-2",
"project_name": "ORPOlocalautotrainv5epochs",
"data_path": "growth-cadet/jobpost-2-signals_orpo_alignment_completionv3",
"train_split": "train",
"valid_split": null,
"add_eos_token": true,
"block_size": 2048,
"model_max_length": 8192,
"padding": "right",
"trainer": "orpo",
"use_flash_attention_2": true,
"log": "wandb",
"disable_gradient_checkpointing": false,
"logging_steps": 50,
"eval_strategy": "epoch",
"save_total_limit": 5,
"auto_find_batch_size": false,
"mixed_precision": "bf16",
"lr": 5e-6,
"epochs": 2,
"batch_size": 2,
"warmup_ratio": 0.05,
"gradient_accumulation": 2,
"optimizer": "paged_adamw_8bit",
"scheduler": "linear",
"weight_decay": 0.05,
"max_grad_norm": 1.0,
"seed": 42,
"chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
"quantization": "int4",
"target_modules": "q_proj, k_proj,v_proj,o_proj, gate_proj,up_proj,down_proj",
"merge_adapter": true,
"peft": true,
"lora_r": 8,
"lora_alpha": 32,
"lora_dropout": 0.05,
"model_ref": null,
"dpo_beta": 0.1,
"max_prompt_length": 8192,
"max_completion_length": 4096,
"prompt_text_column": "prompt",
"text_column": "chosen",
"rejected_text_column": "rejected",
"push_to_hub": false,
"username": null,
"token": null,
"unsloth": true,
"distributed_backend": null
} |