training_args.json

{
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  "overwrite_output_dir": true,
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  "do_predict": false,
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  "per_device_train_batch_size": 4,
  "per_device_eval_batch_size": 8,
  "per_gpu_train_batch_size": null,
  "per_gpu_eval_batch_size": null,
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  "num_train_epochs": 15,
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  "warmup_ratio": 0.05,
  "warmup_steps": 0,
  "log_level": "passive",
  "log_level_replica": "warning",
  "log_on_each_node": true,
  "logging_dir": "balpos_v2_cv_checkpoints/fold_5/runs/Aug10_10-11-14_57f2c43445e2",
  "logging_strategy": "epoch",
  "logging_first_step": false,
  "logging_steps": 500,
  "logging_nan_inf_filter": true,
  "save_strategy": "epoch",
  "save_steps": 500,
  "save_total_limit": 1,
  "save_safetensors": true,
  "save_on_each_node": false,
  "save_only_model": false,
  "restore_callback_states_from_checkpoint": false,
  "no_cuda": false,
  "use_cpu": false,
  "use_mps_device": false,
  "seed": 42,
  "data_seed": 42,
  "jit_mode_eval": false,
  "bf16": true,
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  "fp16_opt_level": "O1",
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  "fp16_full_eval": false,
  "tf32": null,
  "local_rank": 0,
  "ddp_backend": null,
  "tpu_num_cores": null,
  "tpu_metrics_debug": false,
  "debug": [],
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  "eval_steps": null,
  "dataloader_num_workers": 4,
  "dataloader_prefetch_factor": null,
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  "disable_tqdm": false,
  "remove_unused_columns": true,
  "label_names": null,
  "load_best_model_at_end": true,
  "metric_for_best_model": "f1_macro",
  "greater_is_better": true,
  "ignore_data_skip": false,
  "fsdp": [],
  "fsdp_min_num_params": 0,
  "fsdp_config": {
    "min_num_params": 0,
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    "xla_fsdp_v2": false,
    "xla_fsdp_grad_ckpt": false
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  "fsdp_transformer_layer_cls_to_wrap": null,
  "accelerator_config": {
    "split_batches": false,
    "dispatch_batches": null,
    "even_batches": true,
    "use_seedable_sampler": true,
    "non_blocking": false,
    "gradient_accumulation_kwargs": null
  },
  "parallelism_config": null,
  "deepspeed": null,
  "label_smoothing_factor": 0.0,
  "optim": "adamw_torch_fused",
  "optim_args": null,
  "adafactor": false,
  "group_by_length": true,
  "length_column_name": "length",
  "report_to": [],
  "project": "huggingface",
  "trackio_space_id": "trackio",
  "ddp_find_unused_parameters": null,
  "ddp_bucket_cap_mb": null,
  "ddp_broadcast_buffers": null,
  "dataloader_pin_memory": true,
  "dataloader_persistent_workers": false,
  "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": "<HUB_TOKEN>",
  "hub_private_repo": null,
  "hub_always_push": false,
  "hub_revision": null,
  "gradient_checkpointing": false,
  "gradient_checkpointing_kwargs": null,
  "include_inputs_for_metrics": false,
  "include_for_metrics": [],
  "eval_do_concat_batches": true,
  "fp16_backend": "auto",
  "push_to_hub_model_id": null,
  "push_to_hub_organization": null,
  "push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
  "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,
  "include_tokens_per_second": false,
  "include_num_input_tokens_seen": "no",
  "neftune_noise_alpha": null,
  "optim_target_modules": null,
  "batch_eval_metrics": false,
  "eval_on_start": false,
  "use_liger_kernel": false,
  "liger_kernel_config": null,
  "eval_use_gather_object": false,
  "average_tokens_across_devices": true
}