Download training_args.json from Bstar-regime/iter_9_train: direct link, hf CLI and curl.
- Browser
- Download file 7.16 kB
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https://huggingface.co/Bstar-regime/iter_9_train/resolve/main/training_args.json
- Command line
-
hf download hf://Bstar-regime/iter_9_train/training_args.json
-
curl -L -o training_args.json https://huggingface.co/Bstar-regime/iter_9_train/resolve/main/training_args.json
7.16 kB
| { | |
| "cli_args": { | |
| "base_model": "/tmp/skiredj.abderrahman_Bstar9train/base_model", | |
| "output_dir": "/tmp/skiredj.abderrahman_Bstar9train/out/output", | |
| "train_datasets": [ | |
| "/tmp/skiredj.abderrahman_Bstar9train/dat_0" | |
| ], | |
| "dev_dataset": "/home/skiredj.abderrahman/asr_flywheel/data/train_dev/dev", | |
| "dev_audio_col": "Audio", | |
| "dev_text_col": "Text", | |
| "dev_split": "test", | |
| "audio_col": "audio", | |
| "text_col": "text", | |
| "train_split": "train", | |
| "dataset_weights": null, | |
| "no_weighted_sampling": false, | |
| "ddp_bf16_compress": true, | |
| "init_optimizer_from": "/tmp/skiredj.abderrahman_Bstar9train/opt/optimizer_best.pt", | |
| "save_final_optimizer_to": null, | |
| "save_best_optimizer_to": "/tmp/skiredj.abderrahman_Bstar9train/out/output/optimizer_best.pt", | |
| "language": "ar", | |
| "task": "transcribe", | |
| "num_train_epochs": 3.0, | |
| "max_steps": -1, | |
| "learning_rate": 1e-05, | |
| "warmup_steps": 100, | |
| "per_device_train_batch_size": 2, | |
| "per_device_eval_batch_size": 4, | |
| "gradient_accumulation_steps": 2, | |
| "fp16": false, | |
| "bf16": true, | |
| "gradient_checkpointing": false, | |
| "dataloader_num_workers": 8, | |
| "generation_max_length": 225, | |
| "sampling_rate": 16000, | |
| "max_audio_seconds": 30.0, | |
| "min_audio_seconds": 0.0, | |
| "long_audio_policy": "drop", | |
| "max_label_length": 448, | |
| "audio_decode_backend": "ffmpeg", | |
| "streaming": true, | |
| "save_steps": 1000, | |
| "eval_steps": 1000, | |
| "logging_steps": 50, | |
| "save_total_limit": 1, | |
| "save_only_model": true, | |
| "early_stopping_patience": 0, | |
| "early_stopping_threshold": 0.0, | |
| "preprocessing_num_workers": 4, | |
| "run_name": "experiment_1_Bstar_iter_9", | |
| "seed": 42, | |
| "metric_for_best_model": "wer", | |
| "greater_is_better": false, | |
| "report_to": "tensorboard", | |
| "resume_from_checkpoint": null, | |
| "eval_normalization": "arabic", | |
| "load_best_model_at_end": true, | |
| "map_cache_dir": "/tmp/skiredj.abderrahman_Bstar9train/tmp/map_cache", | |
| "local_work_dir": "/tmp/skiredj.abderrahman_Bstar9train/work", | |
| "model_local_dir": null, | |
| "data_local_dir": null, | |
| "output_local_dir": "/tmp/skiredj.abderrahman_Bstar9train/out", | |
| "rclone_transfers": 8, | |
| "rclone_checkers": 8, | |
| "sync_interval_seconds": 300, | |
| "keep_local_work_dir": true, | |
| "cleanup_downloads_early": true, | |
| "rclone_config": null, | |
| "prune_local_checkpoints_after_sync": true, | |
| "local_checkpoint_keep_n": 1 | |
| }, | |
| "resolved_training_args": { | |
| "output_dir": "/tmp/skiredj.abderrahman_Bstar9train/out/output", | |
| "overwrite_output_dir": false, | |
| "do_train": false, | |
| "do_eval": true, | |
| "do_predict": false, | |
| "eval_strategy": "steps", | |
| "prediction_loss_only": false, | |
| "per_device_train_batch_size": 2, | |
| "per_device_eval_batch_size": 4, | |
| "per_gpu_train_batch_size": null, | |
| "per_gpu_eval_batch_size": null, | |
| "gradient_accumulation_steps": 2, | |
| "eval_accumulation_steps": null, | |
| "eval_delay": 0, | |
| "torch_empty_cache_steps": null, | |
| "learning_rate": 1e-05, | |
| "weight_decay": 0.0, | |
| "adam_beta1": 0.9, | |
| "adam_beta2": 0.999, | |
| "adam_epsilon": 1e-08, | |
| "max_grad_norm": 1.0, | |
| "num_train_epochs": 3.0, | |
| "max_steps": -1, | |
| "lr_scheduler_type": "linear", | |
| "lr_scheduler_kwargs": {}, | |
| "warmup_ratio": 0.0, | |
| "warmup_steps": 100, | |
| "log_level": "passive", | |
| "log_level_replica": "warning", | |
| "log_on_each_node": true, | |
| "logging_dir": "/tmp/skiredj.abderrahman_Bstar9train/out/output/runs/Oct20_11-40-04_gpu05", | |
| "logging_strategy": "steps", | |
| "logging_first_step": false, | |
| "logging_steps": 50, | |
| "logging_nan_inf_filter": true, | |
| "save_strategy": "steps", | |
| "save_steps": 1000, | |
| "save_total_limit": 1, | |
| "save_safetensors": true, | |
| "save_on_each_node": false, | |
| "save_only_model": true, | |
| "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, | |
| "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": 1000, | |
| "dataloader_num_workers": 8, | |
| "dataloader_prefetch_factor": null, | |
| "past_index": -1, | |
| "run_name": "experiment_1_Bstar_iter_9", | |
| "disable_tqdm": false, | |
| "remove_unused_columns": false, | |
| "label_names": null, | |
| "load_best_model_at_end": true, | |
| "metric_for_best_model": "wer", | |
| "greater_is_better": false, | |
| "ignore_data_skip": false, | |
| "fsdp": [], | |
| "fsdp_min_num_params": 0, | |
| "fsdp_config": { | |
| "min_num_params": 0, | |
| "xla": false, | |
| "xla_fsdp_v2": false, | |
| "xla_fsdp_grad_ckpt": false | |
| }, | |
| "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", | |
| "optim_args": null, | |
| "adafactor": false, | |
| "group_by_length": false, | |
| "length_column_name": "length", | |
| "report_to": [ | |
| "tensorboard" | |
| ], | |
| "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, | |
| "sortish_sampler": false, | |
| "predict_with_generate": true, | |
| "generation_max_length": 225, | |
| "generation_num_beams": null, | |
| "generation_config": null | |
| } | |
| } |