allenai/tk-instruct-base-def-pos model fined tuned on custom pyabsa english model from 'ATEPC_ENGLISH_CHECKPOINT' auto annotated hospital reviews [keywords,polarity] dataset.
Training Results:
Epoch|Training Loss|Validation Loss
1|0.150800|0.112104
2|0.103700|0.074400
3|0.074500|0.065034
4|0.065900|0.062676
5|0.059700|0.058017
6|0.050700|0.056635
7|0.046500|0.056589
8|0.046300|0.056924
Evaluation Results:
Train Precision: 0.9516791241183282
Train Recall: 0.9584393553859203
Train F1: 0.9550472769531456
Test Precision: 0.9533479692645445
Test Recall: 0.9540461369461736
Test F1: 0.953696925329429
UnseenTest Precision: 0.9549444119368051
UnseenTest Recall: 0.9538281706604325
UnseenTest F1: 0.9543859649122807
- Downloads last month
- 3