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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