|
{ |
|
"model": "nvidia/Llama-3.1-Nemotron-70B-Instruct-HF", |
|
"project_name": "NEMOUv6", |
|
"data_path": "mlgawd/final_dpo_nemo_v27", |
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"train_split": "train", |
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"valid_split": null, |
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"add_eos_token": true, |
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"block_size": 1024, |
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"model_max_length": 2048, |
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"padding": "right", |
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"trainer": "dpo", |
|
"use_flash_attention_2": false, |
|
"log": "wandb", |
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"disable_gradient_checkpointing": false, |
|
"logging_steps": -1, |
|
"eval_strategy": "epoch", |
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"save_total_limit": 1, |
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"auto_find_batch_size": false, |
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"mixed_precision": "fp16", |
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"lr": 2e-06, |
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"epochs": 3, |
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"batch_size": 2, |
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"warmup_ratio": 0.1, |
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"gradient_accumulation": 4, |
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"optimizer": "adamw_torch", |
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"scheduler": "linear", |
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"weight_decay": 0.0, |
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"max_grad_norm": 1.0, |
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"seed": 42, |
|
"chat_template": "tokenizer", |
|
"quantization": "int4", |
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"target_modules": "all-linear", |
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"merge_adapter": false, |
|
"peft": true, |
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"lora_r": 32, |
|
"lora_alpha": 64, |
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"lora_dropout": 0.05, |
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"model_ref": null, |
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"dpo_beta": 0.1, |
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"max_prompt_length": 512, |
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"max_completion_length": null, |
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"prompt_text_column": "questions", |
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"text_column": "accepted", |
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"rejected_text_column": "rejected", |
|
"push_to_hub": true, |
|
"username": "mlgawd", |
|
"unsloth": false, |
|
"distributed_backend": null |
|
} |