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JulianS/led-base-16384-finetuned-summscreen
led-base-16384-finetuned-summscreen is a machine learning model from JulianS. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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. --
Downloads · 30 days
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From the Hugging Face model README
This model is a fine-tuned version of allenai/led-base-16384 on the SummScreen 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 | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 3.1147 | 0.99 | 3500 | 3.0409 | 30.2997 | 6.0055 | 17.6836 | 26.3062 | 92.0363 |
| 2.7805 | 1.99 | 7000 | 2.9981 | 31.0651 | 6.1553 | 18.2326 | 26.6136 | 84.1678 |
| 2.6362 | 2.98 | 10500 | 3.0013 | 31.0598 | 6.4268 | 18.3805 | 26.7816 | 81.1338 |
| 2.4646 | 3.98 | 14000 | 3.0267 | 31.46 | 6.5898 | 18.5842 | 27.165 | 83.4966 |
| 2.2546 | 4.97 | 17500 | 3.0448 | 31.4952 | 6.3709 | 18.2124 | 27.111 | 86.1701 |
| 2.1432 | 5.97 | 21000 | 3.0840 | 31.6475 | 6.663 | 18.504 | 27.2444 | 81.3583 |
| 2.0585 | 6.96 | 24500 | 3.1105 | 31.3432 | 6.7862 | 18.4461 | 27.0081 | 76.4671 |
| 1.9243 | 7.96 | 28000 | 3.1558 | 31.5712 | 6.6456 | 18.3928 | 27.2066 | 81.1769 |
| 1.8828 | 8.95 | 31500 | 3.1686 | 31.6361 | 6.4783 | 18.4167 | 27.2049 | 83.0658 |
| 1.8403 | 9.95 | 35000 | 3.1833 | 31.6225 | 6.7688 | 18.5526 | 27.3033 | 81.8209 |