Training in progress, epoch 4

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6e72e0975966fa3e04d067771b7c7909887f7cd1ad5bc609926f954763a219d3
+oid sha256:0948f84443842f6cd934e63534288908b6139ed1c0d4f65942454302e5cb4afd
 size 496262556

tb/events.out.tfevents.1725046129.6b97e535edda.6370.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f8318ed39683e245bb18eaae0b32951ca769a840b0e47d488c9b651238b82b06
-size 7912
+oid sha256:92f9ba280d0d28f817679875389e6758a4d8f721bbec3303bde9e9b978decc93
+size 8595

train.log

@@ -786,4 +786,124 @@ You should probably TRAIN this model on a down-stream task to be able to use it
 [INFO|tokenization_utils_base.py:2583] 2024-08-30 19:36:48,890 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-1702/special_tokens_map.json
 [INFO|tokenization_utils_base.py:2574] 2024-08-30 19:36:50,975 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
 [INFO|tokenization_utils_base.py:2583] 2024-08-30 19:36:50,975 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
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+[INFO|trainer.py:3788] 2024-08-30 19:38:32,458 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:3790] 2024-08-30 19:38:32,458 >>   Num examples = 6810
+[INFO|trainer.py:3793] 2024-08-30 19:38:32,458 >>   Batch size = 8
+{'eval_loss': 0.6590859889984131, 'eval_precision': 0.2996455433560993, 'eval_recall': 0.8109499298081423, 'eval_f1': 0.43759863644971914, 'eval_accuracy': 0.8388097820863142, 'eval_runtime': 14.8634, 'eval_samples_per_second': 458.172, 'eval_steps_per_second': 57.322, 'epoch': 4.0}
+{'loss': 0.0856, 'grad_norm': 1.1214195489883423, 'learning_rate': 2.647058823529412e-05, 'epoch': 4.7}
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+  _warn_prf(average, modifier, msg_start, len(result))
+
                                                   
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                                                 [INFO|trainer.py:3478] 2024-08-30 19:38:47,240 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-2127
+[INFO|configuration_utils.py:472] 2024-08-30 19:38:47,241 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-2127/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 19:38:48,258 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-2127/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 19:38:48,259 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-2127/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 19:38:48,259 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-2127/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 19:38:50,369 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 19:38:50,370 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
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