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jwhong2006/wikisum
wikisum is a summarization model from jwhong2006. Use it when you need a shorter version of a longer 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 t5-small on an wikisum dataset. It achieves the following results on the evaluation set:
t5-small model fine-tuned on wikisum dataset.
Intended use: sumamrization of informatic articles. Limitations : may generate misleading information.
check out wikisum dataset
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 2.5807 | 0.2236 | 500 | 2.3647 | 0.1813 | 0.0635 | 0.1452 | 0.1453 | 19.0 |
| 2.5059 | 0.4472 | 1000 | 2.3190 | 0.1823 | 0.0663 | 0.1473 | 0.1473 | 19.0 |
| 2.4945 | 0.6708 | 1500 | 2.3003 | 0.1808 | 0.0666 | 0.1468 | 0.1467 | 19.0 |
| 2.4963 | 0.8945 | 2000 | 2.2922 | 0.1811 | 0.0673 | 0.147 | 0.147 | 19.0 |