allenai/tk-instruct-base-def-pos model fined tuned on custom pyabsa english model from 'ATEPC_MULTILINGUAL_CHECKPOINT' auto annotated hospital reviews [keywords,polarity] dataset.

Training Results:

Epoch | Training Loss | Validation Loss

1 | 0.061900 | 0.047395

2 | 0.038300 | 0.035213

3 | 0.029700 | 0.028486

4 | 0.024900 | 0.028562

Evaluation Results:

Train Precision: 0.9682688696958318

Train Recall: 0.9692090837901332

Train F1: 0.968738748610698

Test Precision: 0.965

Test Recall: 0.9620517768129925

Test F1: 0.9635236331427651

UnseenTest Precision: 0.9670502092050209

UnseenTest Recall: 0.9685699319015191

UnseenTest F1: 0.9678094739596965

Downloads last month: 6

Safetensors

Model size

0.2B params

Tensor type

F32

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