generated_from_trainer

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NL-RX-Synth-t5-base-finetuned-en-to-regex

This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

Training results

Training Loss Epoch Step Validation Loss Semantic accuracy Syntactic accuracy Gen Len
No log 0.18 100 0.2726 0.242 0.158 18.09
No log 0.36 200 0.1477 0.264 0.2 18.268
No log 0.53 300 0.1153 0.262 0.224 18.298
No log 0.71 400 0.0602 0.292 0.242 18.266
0.2992 0.89 500 0.0526 0.32 0.276 18.282
0.2992 1.07 600 0.0396 0.318 0.272 18.3
0.2992 1.24 700 0.0326 0.318 0.286 18.33
0.2992 1.42 800 0.0322 0.326 0.28 18.314
0.2992 1.6 900 0.0267 0.326 0.278 18.328
0.0383 1.78 1000 0.0255 0.336 0.286 18.316

Framework versions