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license: cc-by-nc-4.0
---
[allenai/tk-instruct-base-def-pos](https://huggingface.co/allenai/tk-instruct-base-def-pos) model fined tuned on custom 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:
Test Precision: 0.9300919842312746
Test Recall: 0.9301530981010578
Test F1: 0.9301225401622918 |