Training in progress, epoch 9

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:2cf2abd1ffd5faa11ac5ef1b4e63013f5d068af7991590d38ecd28bede8956f2
 size 437380924

tb/events.out.tfevents.1725901915.0a1c9bec2a53.90165.0

@@ -1,3 +1,3 @@
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-size 11040
+oid sha256:d822af7a4fd6d6b414212c3f333d6a722c187a65d96bf923fa31bab34ab59be8
+size 11251

train.log

@@ -1417,4 +1417,152 @@ You should probably TRAIN this model on a down-stream task to be able to use it
 [INFO|tokenization_utils_base.py:2693] 2024-09-09 17:48:49,799 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4063/special_tokens_map.json
 [INFO|tokenization_utils_base.py:2684] 2024-09-09 17:48:56,993 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
 [INFO|tokenization_utils_base.py:2693] 2024-09-09 17:48:56,993 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
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+[INFO|configuration_utils.py:472] 2024-09-09 17:52:37,853 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4510/config.json
+[INFO|modeling_utils.py:2799] 2024-09-09 17:52:38,771 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4510/model.safetensors
+[INFO|tokenization_utils_base.py:2684] 2024-09-09 17:52:38,772 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4510/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2693] 2024-09-09 17:52:38,773 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4510/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2684] 2024-09-09 17:52:45,587 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2693] 2024-09-09 17:52:45,587 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
+[INFO|trainer.py:811] 2024-09-09 17:52:45,643 >> The following columns in the evaluation set don't have a corresponding argument in `BertForTokenClassification.forward` and have been ignored: tokens, id, ner_tags. If tokens, id, ner_tags are not expected by `BertForTokenClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:3819] 2024-09-09 17:52:45,648 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:3821] 2024-09-09 17:52:45,648 >>   Num examples = 6798
+[INFO|trainer.py:3824] 2024-09-09 17:52:45,648 >>   Batch size = 8
+{'eval_loss': 0.007848693057894707, 'eval_precision': 0.9161849710982659, 'eval_recall': 0.920619554695063, 'eval_f1': 0.9183969097054564, 'eval_accuracy': 0.9985847831732018, 'eval_runtime': 17.4184, 'eval_samples_per_second': 390.276, 'eval_steps_per_second': 48.799, 'epoch': 9.0}
+{'loss': 0.0001, 'grad_norm': 0.0008140078862197697, 'learning_rate': 1.1086474501108648e-07, 'epoch': 9.97}
+
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+
                                                 
+
+
                                                 [INFO|trainer.py:3503] 2024-09-09 17:53:03,478 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-4510
+[INFO|configuration_utils.py:472] 2024-09-09 17:53:03,480 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4510/config.json
+[INFO|modeling_utils.py:2799] 2024-09-09 17:53:04,797 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4510/model.safetensors
+[INFO|tokenization_utils_base.py:2684] 2024-09-09 17:53:04,800 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4510/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2693] 2024-09-09 17:53:04,800 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4510/special_tokens_map.json
+[INFO|trainer.py:2394] 2024-09-09 17:53:06,832 >> 
+
+Training completed. Do not forget to share your model on huggingface.co/models =)
+
+
+[INFO|trainer.py:2632] 2024-09-09 17:53:06,832 >> Loading best model from /content/dissertation/scripts/ner/output/checkpoint-4510 (score: 0.9242643511818619).
+
                                                   
+[INFO|trainer.py:4283] 2024-09-09 17:53:07,002 >> Waiting for the current checkpoint push to be finished, this might take a couple of minutes.