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pszemraj/bart-large-code-instructiongen
bart-large-code-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.
Use this text2text model to find out what LLM instructions might be able to generate an arbitary piece of code!
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From the Hugging Face model README
Use this text2text model to find out what LLM instructions might be able to generate an arbitary piece of code!
This model is a fine-tuned version of facebook/bart-large on the pszemraj/fleece2instructions-codealpaca dataset.
It achieves the following results on the evaluation set:
🚨 note: as the authors elected to release the original dataset under cc-by-nc, the license carries over to this model and cannot be used for commercial activity.
Intended use: Research on domain adaptation and/or other improvements to LLMs by extending instruction:text data pairs.
Refer to the linked dataset card for pszemraj/fleece2instructions-codealpaca or the original dataset repo.
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.0914 | 1.0 | 563 | 1.0303 | 60.288 | 34.1884 | 55.9293 | 57.0714 | 30.6267 |
| 0.8688 | 2.0 | 1126 | 0.9333 | 61.0409 | 34.9823 | 56.4887 | 57.6662 | 31.7255 |
| 0.6773 | 3.0 | 1689 | 0.9222 | 62.0692 | 36.1947 | 57.5128 | 58.6613 | 31.0060 |