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pszemraj/flan-t5-xl-instructiongen
flan-t5-xl-instructiongen is a machine learning model from pszemraj. 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.
This model is a fine-tuned version of google/flan-t5-xl on the pszemraj/fleece2instructions dataset. It achieves the following results on the evaluation set: - Loss: 0.8314 - Rouge1: 65.3297 - Rouge2: 48.8475 - Rougel…
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From the Hugging Face model README
This model is a fine-tuned version of google/flan-t5-xl on the pszemraj/fleece2instructions dataset. It achieves the following results on the evaluation set:
More information needed
Generate/recover instructions (assumes that there is just an instruction, not inputs as well) from arbitrary text.
Refer to pszemraj/fleece2instructions
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.9615 | 1.0 | 362 | 0.8353 | 63.9163 | 47.0456 | 61.9554 | 62.0549 | 13.3737 |
| 0.809 | 2.0 | 724 | 0.8251 | 64.5398 | 47.9107 | 62.5928 | 62.7278 | 13.4763 |