| 2026-01-22 16:22:54,615 INFO MainThread:295 [wandb_setup.py:_flush():81] Current SDK version is 0.24.0 | |
| 2026-01-22 16:22:54,616 INFO MainThread:295 [wandb_setup.py:_flush():81] Configure stats pid to 295 | |
| 2026-01-22 16:22:54,616 INFO MainThread:295 [wandb_setup.py:_flush():81] Loading settings from environment variables | |
| 2026-01-22 16:22:54,616 INFO MainThread:295 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /content/wandb/run-20260122_162254-5mxipn5h/logs/debug.log | |
| 2026-01-22 16:22:54,617 INFO MainThread:295 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /content/wandb/run-20260122_162254-5mxipn5h/logs/debug-internal.log | |
| 2026-01-22 16:22:54,617 INFO MainThread:295 [wandb_init.py:monkeypatch_ipython():636] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7888be5c3ad0> | |
| 2026-01-22 16:22:54,619 INFO MainThread:295 [wandb_init.py:init():844] calling init triggers | |
| 2026-01-22 16:22:54,619 INFO MainThread:295 [wandb_init.py:init():849] wandb.init called with sweep_config: {} | |
| config: {'_wandb': {}} | |
| 2026-01-22 16:22:54,619 INFO MainThread:295 [wandb_init.py:init():892] starting backend | |
| 2026-01-22 16:22:55,938 INFO MainThread:295 [wandb_init.py:init():895] sending inform_init request | |
| 2026-01-22 16:22:55,954 INFO MainThread:295 [wandb_init.py:init():903] backend started and connected | |
| 2026-01-22 16:22:55,972 INFO MainThread:295 [wandb_run.py:_label_probe_notebook():1334] probe notebook | |
| 2026-01-22 16:22:56,531 INFO MainThread:295 [wandb_init.py:init():973] updated telemetry | |
| 2026-01-22 16:22:56,834 INFO MainThread:295 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout | |
| 2026-01-22 16:22:56,985 INFO MainThread:295 [wandb_init.py:init():1044] starting run threads in backend | |
| 2026-01-22 16:22:57,646 INFO MainThread:295 [wandb_run.py:_console_start():2529] atexit reg | |
| 2026-01-22 16:22:57,646 INFO MainThread:295 [wandb_run.py:_redirect():2377] redirect: wrap_raw | |
| 2026-01-22 16:22:57,647 INFO MainThread:295 [wandb_run.py:_redirect():2446] Wrapping output streams. | |
| 2026-01-22 16:22:57,647 INFO MainThread:295 [wandb_run.py:_redirect():2469] Redirects installed. | |
| 2026-01-22 16:22:57,662 INFO MainThread:295 [wandb_init.py:init():1084] run started, returning control to user process | |
| 2026-01-22 16:22:57,665 INFO MainThread:295 [wandb_run.py:_config_callback():1404] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'torchscript': False, 'dtype': 'float32', 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'architectures': ['BertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: 'O', 1: 'B-PER', 2: 'I-PER', 3: 'B-ORG', 4: 'I-ORG', 5: 'B-LOC', 6: 'I-LOC', 7: 'B-MISC', 8: 'I-MISC'}, 'label2id': {'O': 0, 'B-PER': 1, 'I-PER': 2, 'B-ORG': 3, 'I-ORG': 4, 'B-LOC': 5, 'I-LOC': 6, 'B-MISC': 7, 'I-MISC': 8}, 'task_specific_params': None, 'problem_type': None, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'num_beam_groups': 1, 'diversity_penalty': 0.0, '_name_or_path': 'bert-base-cased', 'transformers_version': '4.57.6', 'gradient_checkpointing': False, 'model_type': 'bert', 'tf_legacy_loss': False, 'use_bfloat16': False, 'vocab_size': 28996, 'hidden_size': 768, 'num_hidden_layers': 12, 'num_attention_heads': 12, 'hidden_act': 'gelu', 'intermediate_size': 3072, 'hidden_dropout_prob': 0.1, 'attention_probs_dropout_prob': 0.1, 'max_position_embeddings': 512, 'type_vocab_size': 2, 'initializer_range': 0.02, 'layer_norm_eps': 1e-12, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_attentions': False, 'output_dir': 'bert-finetuned-ner', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 8, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, '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': 3, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': None, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': 'bert-finetuned-ner/runs/Jan22_16-14-18_7f31e33de98e', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, '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': None, 'jit_mode_eval': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': None, 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, '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': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'parallelism_config': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch_fused', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'project': 'huggingface', 'trackio_space_id': 'trackio', 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'hub_revision': None, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': 'no', 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'liger_kernel_config': None, 'eval_use_gather_object': False, 'average_tokens_across_devices': True} | |
| 2026-01-22 16:22:57,671 INFO MainThread:295 [wandb_config.py:__setitem__():154] [no run ID] config set model/num_parameters = 107726601 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x788827dd1d60>> | |
| 2026-01-22 16:22:57,671 INFO MainThread:295 [wandb_run.py:_config_callback():1404] config_cb model/num_parameters 107726601 None | |
| 2026-01-22 16:23:10,830 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:24:38,089 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:24:38,090 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:24:39,565 INFO MainThread:295 [wandb_run.py:_config_callback():1404] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'torchscript': False, 'dtype': 'float32', 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'architectures': ['BertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: 'O', 1: 'B-PER', 2: 'I-PER', 3: 'B-ORG', 4: 'I-ORG', 5: 'B-LOC', 6: 'I-LOC', 7: 'B-MISC', 8: 'I-MISC'}, 'label2id': {'O': 0, 'B-PER': 1, 'I-PER': 2, 'B-ORG': 3, 'I-ORG': 4, 'B-LOC': 5, 'I-LOC': 6, 'B-MISC': 7, 'I-MISC': 8}, 'task_specific_params': None, 'problem_type': None, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'num_beam_groups': 1, 'diversity_penalty': 0.0, '_name_or_path': 'bert-base-cased', 'transformers_version': '4.57.6', 'gradient_checkpointing': False, 'model_type': 'bert', 'tf_legacy_loss': False, 'use_bfloat16': False, 'vocab_size': 28996, 'hidden_size': 768, 'num_hidden_layers': 12, 'num_attention_heads': 12, 'hidden_act': 'gelu', 'intermediate_size': 3072, 'hidden_dropout_prob': 0.1, 'attention_probs_dropout_prob': 0.1, 'max_position_embeddings': 512, 'type_vocab_size': 2, 'initializer_range': 0.02, 'layer_norm_eps': 1e-12, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_attentions': False, 'output_dir': 'bert-finetuned-ner', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 8, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, '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': 3, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': None, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': 'bert-finetuned-ner/runs/Jan22_16-14-18_7f31e33de98e', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, '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': None, 'jit_mode_eval': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': None, 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, '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': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'parallelism_config': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch_fused', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'project': 'huggingface', 'trackio_space_id': 'trackio', 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'hub_revision': None, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': 'no', 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'liger_kernel_config': None, 'eval_use_gather_object': False, 'average_tokens_across_devices': True} | |
| 2026-01-22 16:24:39,569 INFO MainThread:295 [wandb_config.py:__setitem__():154] [no run ID] config set model/num_parameters = 107726601 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x788827dd1d60>> | |
| 2026-01-22 16:24:39,569 INFO MainThread:295 [wandb_run.py:_config_callback():1404] config_cb model/num_parameters 107726601 None | |
| 2026-01-22 16:24:50,784 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:33:02,247 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:33:02,248 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:33:02,508 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:33:24,556 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:33:24,558 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:33:24,766 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:33:32,966 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:33:32,975 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:33:35,513 INFO MainThread:295 [wandb_run.py:_config_callback():1404] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'torchscript': False, 'dtype': 'float32', 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'architectures': ['BertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7}, 'task_specific_params': None, 'problem_type': None, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'num_beam_groups': 1, 'diversity_penalty': 0.0, '_name_or_path': 'bert-base-cased', 'transformers_version': '4.57.6', 'gradient_checkpointing': False, 'model_type': 'bert', 'tf_legacy_loss': False, 'use_bfloat16': False, 'vocab_size': 28996, 'hidden_size': 768, 'num_hidden_layers': 12, 'num_attention_heads': 12, 'hidden_act': 'gelu', 'intermediate_size': 3072, 'hidden_dropout_prob': 0.1, 'attention_probs_dropout_prob': 0.1, 'max_position_embeddings': 512, 'type_vocab_size': 2, 'initializer_range': 0.02, 'layer_norm_eps': 1e-12, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_attentions': False, 'output_dir': 'bert-finetuned-ner', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 8, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, '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': 3, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': None, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': 'bert-finetuned-ner/runs/Jan22_16-14-18_7f31e33de98e', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, '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': None, 'jit_mode_eval': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': None, 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, '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': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'parallelism_config': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch_fused', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'project': 'huggingface', 'trackio_space_id': 'trackio', 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'hub_revision': None, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': 'no', 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'liger_kernel_config': None, 'eval_use_gather_object': False, 'average_tokens_across_devices': True} | |
| 2026-01-22 16:33:35,537 INFO MainThread:295 [wandb_config.py:__setitem__():154] [no run ID] config set model/num_parameters = 107726601 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x788827dd1d60>> | |
| 2026-01-22 16:33:35,537 INFO MainThread:295 [wandb_run.py:_config_callback():1404] config_cb model/num_parameters 107726601 None | |
| 2026-01-22 16:33:55,851 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:34:48,101 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:34:48,102 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:34:48,829 INFO MainThread:295 [wandb_run.py:_config_callback():1404] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'torchscript': False, 'dtype': 'float32', 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'architectures': ['BertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7}, 'task_specific_params': None, 'problem_type': None, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'num_beam_groups': 1, 'diversity_penalty': 0.0, '_name_or_path': 'bert-base-cased', 'transformers_version': '4.57.6', 'gradient_checkpointing': False, 'model_type': 'bert', 'tf_legacy_loss': False, 'use_bfloat16': False, 'vocab_size': 28996, 'hidden_size': 768, 'num_hidden_layers': 12, 'num_attention_heads': 12, 'hidden_act': 'gelu', 'intermediate_size': 3072, 'hidden_dropout_prob': 0.1, 'attention_probs_dropout_prob': 0.1, 'max_position_embeddings': 512, 'type_vocab_size': 2, 'initializer_range': 0.02, 'layer_norm_eps': 1e-12, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_attentions': False, 'output_dir': 'bert-finetuned-ner', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 8, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, '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': 3, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': None, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': 'bert-finetuned-ner/runs/Jan22_16-14-18_7f31e33de98e', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, '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': None, 'jit_mode_eval': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': None, 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, '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': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'parallelism_config': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch_fused', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'project': 'huggingface', 'trackio_space_id': 'trackio', 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'hub_revision': None, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': 'no', 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'liger_kernel_config': None, 'eval_use_gather_object': False, 'average_tokens_across_devices': True} | |
| 2026-01-22 16:34:48,833 INFO MainThread:295 [wandb_config.py:__setitem__():154] [no run ID] config set model/num_parameters = 107726601 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x788827dd1d60>> | |
| 2026-01-22 16:34:48,833 INFO MainThread:295 [wandb_run.py:_config_callback():1404] config_cb model/num_parameters 107726601 None | |
| 2026-01-22 16:34:57,555 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:35:18,357 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:35:18,359 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:35:18,365 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:35:23,720 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:35:23,722 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:35:23,730 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:35:27,267 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:35:27,267 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:35:27,279 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:35:37,655 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:35:37,655 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:35:37,750 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:35:49,421 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:35:49,429 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:35:49,444 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:35:59,832 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:35:59,832 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:35:59,974 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:36:24,858 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:36:24,860 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:36:27,220 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:36:37,216 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:36:37,217 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:36:37,238 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:36:42,045 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:36:42,045 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:36:44,156 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:36:49,484 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:36:49,487 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:36:49,552 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 16:36:58,998 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 16:36:59,001 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 16:37:01,191 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 18:12:11,161 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 18:12:11,171 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 18:12:13,473 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 18:17:52,756 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 18:17:52,758 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
| 2026-01-22 18:17:52,816 INFO MainThread:295 [wandb_init.py:_post_run_cell_hook():606] [no run ID] resuming backend | |
| 2026-01-22 18:18:14,698 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 18:18:14,699 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
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| 2026-01-22 18:18:25,188 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 18:18:25,190 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
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| 2026-01-22 18:18:36,490 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 18:18:36,492 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
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| 2026-01-22 18:20:01,271 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
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| 2026-01-22 18:20:04,189 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 18:20:04,189 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |
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| 2026-01-22 18:20:13,203 INFO MainThread:295 [jupyter.py:save_ipynb():359] [no run ID] not saving jupyter notebook | |
| 2026-01-22 18:20:13,203 INFO MainThread:295 [wandb_init.py:_pre_run_cell_hook():595] [no run ID] pausing backend | |