internlm2-7b-sft-qlora.json

{
    "output_dir": "output/firefly-internlm2-7b-sft-qlora",
    "model_name_or_path": "internlm/internlm2-chat-7b",
    "train_file": "./data/dummy_data.jsonl",
    "template_name": "internlm2",
    "num_train_epochs": 1,
    "per_device_train_batch_size": 1,
    "gradient_accumulation_steps": 16,
    "learning_rate": 2e-4,
    "max_seq_length": 1024,
    "logging_steps": 100,
    "save_steps": 100,
    "save_total_limit": 1,
    "lr_scheduler_type": "constant_with_warmup",
    "warmup_steps": 100,
    "lora_rank": 64,
    "lora_alpha": 16,
    "lora_dropout": 0.05,

    "gradient_checkpointing": true,
    "disable_tqdm": false,
    "optim": "paged_adamw_32bit",
    "seed": 42,
    "fp16": true,
    "report_to": "tensorboard",
    "dataloader_num_workers": 0,
    "save_strategy": "steps",
    "weight_decay": 0,
    "max_grad_norm": 0.3,
    "remove_unused_columns": false
}