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InverseCoder is a series of code LLMs instruction-tuned by generating data from itself through Inverse-Instruct.
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## Models
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| | Base Model | InverseCoder | Dataset |
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| --- | ---------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------ |
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| 7B | [codellama/CodeLlama-7b-Python-hf](https://huggingface.co/codellama/CodeLlama-7b-Python-hf) | [wyt2000/InverseCoder-CL-7B](https://huggingface.co/wyt2000/InverseCoder-CL-7B) | [wyt2000/InverseCoder-CL-7B-Evol-Instruct-90K](https://huggingface.co/datasets/wyt2000/InverseCoder-DS-6.7B-Evol-Instruct-90K) |
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## Paper
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**Arxiv:** <https://arxiv.org/abs/2407.05700>
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Please cite the paper if you use the
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```
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@misc{wu2024inversecoderunleashingpowerinstructiontuned,
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InverseCoder is a series of code LLMs instruction-tuned by generating data from itself through Inverse-Instruct.
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## Models and Datasets
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| | Base Model | InverseCoder | Dataset |
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| --- | ---------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------ |
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| 7B | [codellama/CodeLlama-7b-Python-hf](https://huggingface.co/codellama/CodeLlama-7b-Python-hf) | [wyt2000/InverseCoder-CL-7B](https://huggingface.co/wyt2000/InverseCoder-CL-7B) | [wyt2000/InverseCoder-CL-7B-Evol-Instruct-90K](https://huggingface.co/datasets/wyt2000/InverseCoder-DS-6.7B-Evol-Instruct-90K) |
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## Paper
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**Arxiv:** <https://arxiv.org/abs/2407.05700>
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Please cite the paper if you use the models or datasets from InverseCoder.
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```
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@misc{wu2024inversecoderunleashingpowerinstructiontuned,
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