Training in progress, epoch 9

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:11ef9ef0b3ffe448b5d336cfe84f29a6a9a854b52a6e238ebd9389de82be1947
 size 430601004

tb/events.out.tfevents.1725888716.0a1c9bec2a53.34821.0

@@ -1,3 +1,3 @@
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-size 11057
+oid sha256:fda94b3ba089098406124a49f77563fbcc7625629fecf4a02a9057bb530a6a7c
+size 11268

train.log

@@ -1284,4 +1284,136 @@ 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 14:03:06,816 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4333/special_tokens_map.json
 [INFO|tokenization_utils_base.py:2684] 2024-09-09 14:03:10,546 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
 [INFO|tokenization_utils_base.py:2693] 2024-09-09 14:03:10,546 >> 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 14:06:15,763 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4810/config.json
+[INFO|modeling_utils.py:2799] 2024-09-09 14:06:16,629 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4810/model.safetensors
+[INFO|tokenization_utils_base.py:2684] 2024-09-09 14:06:16,630 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4810/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2693] 2024-09-09 14:06:16,631 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4810/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2684] 2024-09-09 14:06:23,075 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2693] 2024-09-09 14:06:23,076 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
+[INFO|trainer.py:811] 2024-09-09 14:06:23,090 >> The following columns in the evaluation set don't have a corresponding argument in `BertForTokenClassification.forward` and have been ignored: id, tokens, ner_tags. If id, tokens, ner_tags are not expected by `BertForTokenClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:3819] 2024-09-09 14:06:23,093 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:3821] 2024-09-09 14:06:23,093 >>   Num examples = 6946
+[INFO|trainer.py:3824] 2024-09-09 14:06:23,093 >>   Batch size = 8
+{'eval_loss': 0.008018395863473415, 'eval_precision': 0.9271889400921659, 'eval_recall': 0.9375582479030755, 'eval_f1': 0.9323447636700648, 'eval_accuracy': 0.9987162671280663, 'eval_runtime': 15.4151, 'eval_samples_per_second': 450.598, 'eval_steps_per_second': 56.373, 'epoch': 9.0}
+{'loss': 0.0002, 'grad_norm': 0.005300257820636034, 'learning_rate': 3.2224532224532228e-06, 'epoch': 9.35}
+
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+
                                                 
+
+
                                                 [INFO|trainer.py:3503] 2024-09-09 14:06:38,278 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-4810
+[INFO|configuration_utils.py:472] 2024-09-09 14:06:38,280 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4810/config.json
+[INFO|modeling_utils.py:2799] 2024-09-09 14:06:39,553 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4810/model.safetensors
+[INFO|tokenization_utils_base.py:2684] 2024-09-09 14:06:39,554 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4810/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2693] 2024-09-09 14:06:39,554 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4810/special_tokens_map.json
+[INFO|trainer.py:2394] 2024-09-09 14:06:41,207 >> 
+
+Training completed. Do not forget to share your model on huggingface.co/models =)
+
+
+[INFO|trainer.py:2632] 2024-09-09 14:06:41,207 >> Loading best model from /content/dissertation/scripts/ner/output/checkpoint-4333 (score: 0.9323447636700648).
+
                                                   
+[INFO|trainer.py:4283] 2024-09-09 14:06:41,378 >> Waiting for the current checkpoint push to be finished, this might take a couple of minutes.