| { |
| "model_args": { |
| "model_name_or_path": "dicta-il/neodictabert", |
| "language": "he", |
| "train_language": "he", |
| "config_name": null, |
| "tokenizer_name": null, |
| "cache_dir": null, |
| "do_lower_case": false, |
| "use_fast_tokenizer": true, |
| "model_revision": "main", |
| "use_auth_token": false, |
| "ignore_mismatched_sizes": false |
| }, |
| "data_args": { |
| "max_seq_length": 3072, |
| "overwrite_cache": false, |
| "pad_to_max_length": true, |
| "max_train_samples": null, |
| "max_eval_samples": null, |
| "max_predict_samples": null, |
| "train_file": "/home/avramit/classifier/04122025/datasets/classifier/articleclaimlevel/train_cleaned.csv", |
| "validation_file": "/home/avramit/classifier/01122025/datasets/classifiers/claimlevel/mafat_validation.csv", |
| "test_file": "/home/avramit/classifier/01122025/datasets/classifiers/claimlevel/mafat_test.csv", |
| "train_dataset_percentage": 1.0 |
| }, |
| "training_args": { |
| "output_dir": "/home/avramit/classifier/04122025/classifier/multilabel/neodictabert-setup2-claimlevel-finetuned-multilabel_error_types_041225", |
| "overwrite_output_dir": true, |
| "do_train": true, |
| "do_eval": true, |
| "do_predict": true, |
| "eval_strategy": "no", |
| "prediction_loss_only": false, |
| "per_device_train_batch_size": 2, |
| "per_device_eval_batch_size": 8, |
| "per_gpu_train_batch_size": null, |
| "per_gpu_eval_batch_size": null, |
| "gradient_accumulation_steps": 16, |
| "eval_accumulation_steps": null, |
| "eval_delay": 0, |
| "torch_empty_cache_steps": null, |
| "learning_rate": 2e-05, |
| "weight_decay": 0.01, |
| "adam_beta1": 0.9, |
| "adam_beta2": 0.999, |
| "adam_epsilon": 1e-08, |
| "max_grad_norm": 1.0, |
| "num_train_epochs": 2.0, |
| "max_steps": -1, |
| "lr_scheduler_type": "cosine", |
| "lr_scheduler_kwargs": {}, |
| "warmup_ratio": 0.0, |
| "warmup_steps": 300, |
| "log_level": "passive", |
| "log_level_replica": "warning", |
| "log_on_each_node": true, |
| "logging_dir": "/home/avramit/classifier/04122025/classifier/multilabel/neodictabert-setup2-claimlevel-finetuned-multilabel_error_types_041225/runs/Dec04_02-57-23_ise-6000-08.auth.ad.bgu.ac.il", |
| "logging_strategy": "steps", |
| "logging_first_step": false, |
| "logging_steps": 10, |
| "logging_nan_inf_filter": true, |
| "save_strategy": "steps", |
| "save_steps": 100, |
| "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": 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": 50.0, |
| "dataloader_num_workers": 0, |
| "dataloader_prefetch_factor": null, |
| "past_index": -1, |
| "run_name": "/home/avramit/classifier/04122025/classifier/multilabel/neodictabert-setup2-claimlevel-finetuned-multilabel_error_types_041225", |
| "disable_tqdm": false, |
| "remove_unused_columns": true, |
| "label_names": null, |
| "load_best_model_at_end": false, |
| "metric_for_best_model": null, |
| "greater_is_better": null, |
| "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": "AcceleratorConfig(split_batches=False, dispatch_batches=None, even_batches=True, use_seedable_sampler=True, non_blocking=False, gradient_accumulation_kwargs=None, use_configured_state=False)", |
| "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": [], |
| "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": null, |
| "hub_private_repo": null, |
| "hub_always_push": false, |
| "gradient_checkpointing": false, |
| "gradient_checkpointing_kwargs": null, |
| "include_inputs_for_metrics": false, |
| "include_for_metrics": [], |
| "eval_do_concat_batches": true, |
| "fp16_backend": "auto", |
| "evaluation_strategy": null, |
| "push_to_hub_model_id": null, |
| "push_to_hub_organization": null, |
| "push_to_hub_token": null, |
| "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, |
| "split_batches": null, |
| "include_tokens_per_second": false, |
| "include_num_input_tokens_seen": false, |
| "neftune_noise_alpha": null, |
| "optim_target_modules": null, |
| "batch_eval_metrics": false, |
| "eval_on_start": false, |
| "use_liger_kernel": false, |
| "eval_use_gather_object": false, |
| "average_tokens_across_devices": false, |
| "distributed_state": "Distributed environment: NO\nNum processes: 1\nProcess index: 0\nLocal process index: 0\nDevice: cuda\n", |
| "_n_gpu": 1, |
| "__cached__setup_devices": "cuda:0", |
| "deepspeed_plugin": null |
| } |
| } |
