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pkbiswas/Falcon-7b-Summarization-QLoRa
Falcon-7b-Summarization-QLoRa is a summarization model from pkbiswas. Use it when you need a shorter version of a longer text. It is set up for peft. 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 tiiuae/falcon-7b-instruct on the scitldr 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 |
|---|---|---|---|
| 2.4431 | 0.2 | 200 | 2.5148 |
| 2.376 | 0.4 | 400 | 2.5112 |
| 2.4269 | 0.6 | 600 | 2.4901 |
| 2.368 | 0.8 | 800 | 2.4763 |
| 2.372 | 1.0 | 1000 | 2.4684 |
| 2.0904 | 1.2 | 1200 | 2.5018 |
| 2.099 | 1.41 | 1400 | 2.5137 |
| 2.0482 | 1.61 | 1600 | 2.4993 |
| 1.9974 | 1.81 | 1800 | 2.5006 |