File size: 2,049 Bytes
0cf981e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 |
{
"model": "meta-llama/Llama-3.1-8B-Instruct",
"job_name": "test_sft_checkpointing_resume",
"project_name": "test_sft_checkpointing_resume",
"data_path": "jacpetro/CodeAlpaca-20k-no-input",
"push_to_hub": false,
"repo_id": "jacpetro/test_resuming_sft",
"username": null,
"comet_ml_key": "l8Xc7g7XYFR5Jjl1qXDH2WG2e",
"train_split": "train",
"train_subset": null,
"valid_split": null,
"valid_subset": null,
"add_eos_token": false,
"block_size": -1,
"model_max_length": 2048,
"padding": "left",
"trainer": "sft",
"use_flash_attention_2": true,
"log": [
"comet_ml"
],
"disable_gradient_checkpointing": false,
"logging_steps": 1,
"eval_strategy": "epoch",
"save_total_limit": 1,
"save_strategy": "steps",
"auto_find_batch_size": false,
"mixed_precision": "bf16",
"lr": 0.0003,
"epochs": 3,
"batch_size": 1,
"warmup_ratio": 0.1,
"gradient_accumulation_steps": 16,
"optimizer": "adamw_torch",
"lr_scheduler_type": "linear",
"weight_decay": 0.0,
"max_grad_norm": 1.0,
"seed": 42,
"save_steps": 10,
"eval_steps": null,
"load_best_model_at_end": false,
"resume_from_checkpoint": null,
"user_checkpoint_dir": "",
"neftune_noise_alpha": null,
"use_deepspeed": null,
"apply_chat_template": "tokenizer",
"torch_dtype": null,
"use_torch_compile": false,
"quantization": "nf4",
"double_quantization": false,
"use_peft": "lora",
"lora_r": 32,
"lora_alpha": 64,
"lora_dropout": 0.05,
"init_lora_weights": null,
"use_rslora": false,
"adalora_init_r": 12,
"adalora_target_r": 8,
"llama_adapter_len": 128,
"llama_adapter_layers": 8,
"target_modules": null,
"merge_adapter": true,
"model_ref": null,
"dpo_beta": 0.1,
"max_prompt_length": 128,
"max_completion_length": null,
"prompt_text_column": "prompt",
"text_column": "messages",
"rejected_text_column": "text",
"use_unsloth": false
} |