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MarcoCharon/iw-conspir-v2
iw-conspir-v2 is a text classification model from MarcoCharon. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
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 distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
More information needed
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More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | F1 Contradictory | F1 Overriding Suspicion | F1 Nefarious Intent | F1 Persecuted Victim | F1 Immune To Evidence | F1 Reinterpreting Randomness | Macro F1 | Micro F1 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.0405 | 1.0 | 103 | 1.2080 | 0.0 | 0.7136 | 0.6452 | 0.2111 | 0.3042 | 0.3808 | 0.3758 | 0.5273 |
| 0.8599 | 2.0 | 206 | 1.2576 | 0.0 | 0.6553 | 0.6526 | 0.2553 | 0.3084 | 0.3720 | 0.3739 | 0.5280 |
| 0.8168 | 3.0 | 309 | 1.2793 | 0.0 | 0.7350 | 0.6667 | 0.2727 | 0.3390 | 0.3889 | 0.4004 | 0.5787 |
| 0.7207 | 4.0 | 412 | 1.3967 | 0.0 | 0.6851 | 0.6657 | 0.26 | 0.3469 | 0.3706 | 0.3880 | 0.5604 |
| 0.5649 | 5.0 | 515 | 1.4606 | 0.0 | 0.7060 | 0.6619 | 0.2745 | 0.3362 | 0.3771 | 0.3926 | 0.5762 |
| 0.5190 | 6.0 | 618 | 1.5560 | 0.0 | 0.6739 | 0.6498 | 0.275 | 0.3262 | 0.3636 | 0.3814 | 0.5598 |