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muhtasham/tiny-mlm-rotten_tomatoes-from-scratch-custom-tokenizer-target-rotten_tomatoes
tiny-mlm-rotten_tomatoes-from-scratch-custom-tokenizer-target-rotten_tomatoes is a text classification model from muhtasham. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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From the Hugging Face model README
This model is a fine-tuned version of muhtasham/tiny-mlm-rotten_tomatoes-from-scratch-custom-tokenizer on the None dataset. It achieves the following results on the evaluation set:
More information needed
More information needed
More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.6936 | 1.87 | 500 | 0.6935 | 0.5 | 0.3333 |
| 0.6929 | 3.75 | 1000 | 0.6900 | 0.5178 | 0.4075 |
| 0.6127 | 5.62 | 1500 | 0.5567 | 0.7242 | 0.7240 |
| 0.3648 | 7.49 | 2000 | 0.5705 | 0.7580 | 0.7580 |
| 0.2262 | 9.36 | 2500 | 0.6669 | 0.7523 | 0.7515 |
| 0.1541 | 11.24 | 3000 | 0.7941 | 0.7533 | 0.7532 |
| 0.118 | 13.11 | 3500 | 0.9536 | 0.7392 | 0.7370 |