train_args.json

{
    "initial_model_dir": "models/llama-30b",
    "distribution_id": "math_hard",
    "date_trained": "11/10/2023 08:18:27",
    "output_dir": "models/classify_lora/llama-30b-math_hard",
    "overwrite_output_dir": false,
    "do_train": false,
    "do_eval": true,
    "do_predict": false,
    "evaluation_strategy": "steps",
    "prediction_loss_only": false,
    "per_device_train_batch_size": 8,
    "per_device_eval_batch_size": 8,
    "per_gpu_train_batch_size": null,
    "per_gpu_eval_batch_size": null,
    "gradient_accumulation_steps": 1,
    "eval_accumulation_steps": null,
    "eval_delay": 0,
    "learning_rate": 0.0002,
    "weight_decay": 0.0,
    "adam_beta1": 0.9,
    "adam_beta2": 0.999,
    "adam_epsilon": 1e-08,
    "max_grad_norm": 0.3,
    "num_train_epochs": 2,
    "max_steps": 100,
    "lr_scheduler_type": "constant",
    "warmup_ratio": 0.03,
    "warmup_steps": 0,
    "log_level": "passive",
    "log_level_replica": "warning",
    "log_on_each_node": true,
    "logging_dir": "models/classify_lora/llama-30b-math_hard/runs/Oct11_05-49-08_compute-permanent-node-975",
    "logging_strategy": "steps",
    "logging_first_step": false,
    "logging_steps": 1,
    "logging_nan_inf_filter": true,
    "save_strategy": "steps",
    "save_steps": 25,
    "save_total_limit": 0,
    "save_safetensors": false,
    "save_on_each_node": false,
    "no_cuda": false,
    "use_cpu": false,
    "use_mps_device": false,
    "seed": 42,
    "data_seed": null,
    "jit_mode_eval": false,
    "use_ipex": false,
    "bf16": false,
    "fp16": false,
    "fp16_opt_level": "O1",
    "half_precision_backend": "auto",
    "bf16_full_eval": false,
    "fp16_full_eval": false,
    "tf32": null,
    "local_rank": 0,
    "ddp_backend": null,
    "tpu_num_cores": null,
    "tpu_metrics_debug": false,
    "debug": [],
    "dataloader_drop_last": false,
    "eval_steps": 25,
    "dataloader_num_workers": 0,
    "past_index": -1,
    "run_name": "train|models-classify_lora-llama-30b-math_hard",
    "disable_tqdm": false,
    "remove_unused_columns": false,
    "label_names": null,
    "load_best_model_at_end": false,
    "metric_for_best_model": "eval_math_hard_score",
    "greater_is_better": true,
    "ignore_data_skip": false,
    "sharded_ddp": [],
    "fsdp": [],
    "fsdp_min_num_params": 0,
    "fsdp_config": {
        "min_num_params": 0,
        "xla": false,
        "xla_fsdp_grad_ckpt": false
    },
    "fsdp_transformer_layer_cls_to_wrap": null,
    "deepspeed": "configs/ds_zero_1.json",
    "label_smoothing_factor": 0.0,
    "optim": "paged_adamw_32bit",
    "optim_args": null,
    "adafactor": false,
    "group_by_length": false,
    "length_column_name": "length",
    "report_to": [
        "wandb"
    ],
    "ddp_find_unused_parameters": false,
    "ddp_bucket_cap_mb": null,
    "ddp_broadcast_buffers": null,
    "dataloader_pin_memory": true,
    "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_token": null,
    "hub_private_repo": false,
    "hub_always_push": false,
    "gradient_checkpointing": false,
    "include_inputs_for_metrics": false,
    "fp16_backend": "auto",
    "push_to_hub_model_id": null,
    "push_to_hub_organization": null,
    "push_to_hub_token": null,
    "_n_gpu": 1,
    "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
}