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README.md
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- infly/OpenCoder-8B-Base
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pipeline_tag: text-generation
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library_name: transformers
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---
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| OpenCoder-1.5B-Instruct | 4K | π€ [HuggingFace](https://huggingface.co/infly/OpenCoder-1.5B-Instruct) |
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| OpenCoder-8B-Instruct | 8K | π€ [HuggingFace](https://huggingface.co/infly/OpenCoder-8B-Instruct) |
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**Note:** For the detailed evaluation results, please refer to [our paper](https://arxiv.org/pdf/2411.04905).
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| MultiPL-E (AVG) | 57.5 | 71.0 |
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##
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### Inference with Huggingface's Transformers
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<!-- ### Inference with vLLM (recommended) -->
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##
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OpenCoder series (including Base and Chat) support commercial applications under a permissive [License](https://huggingface.co/infly/OpenCoder-8B-Instruct/blob/main/LICENSE).
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##
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```
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@inproceedings{Huang2024OpenCoderTO,
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title={OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models},
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- infly/OpenCoder-8B-Base
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pipeline_tag: text-generation
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library_name: transformers
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datasets:
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- OpenCoder-LLM/opencoder-sft-stage1
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- OpenCoder-LLM/opencoder-sft-stage2
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---
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| OpenCoder-1.5B-Instruct | 4K | π€ [HuggingFace](https://huggingface.co/infly/OpenCoder-1.5B-Instruct) |
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| OpenCoder-8B-Instruct | 8K | π€ [HuggingFace](https://huggingface.co/infly/OpenCoder-8B-Instruct) |
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## 3. Datasets
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| Dataset | Num | Download |
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|:---------------------:|:---------------:|:-----------------------------------------------------------------------:|
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| OpenCoder-SFT-Stage1 | 4.21 M | π€ [HuggingFace](https://huggingface.co/datasets/OpenCoder-LLM/opencoder-sft-stage1) |
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| OpenCoder-SFT-Stage2 | 375 K | π€ [HuggingFace](https://huggingface.co/datasets/OpenCoder-LLM/opencoder-sft-stage2) |
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## 4. Benchmarks
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**Note:** For the detailed evaluation results, please refer to [our paper](https://arxiv.org/pdf/2411.04905).
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| MultiPL-E (AVG) | 57.5 | 71.0 |
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## 5. Inference
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### Inference with Huggingface's Transformers
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<!-- ### Inference with vLLM (recommended) -->
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## 6. License
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OpenCoder series (including Base and Chat) support commercial applications under a permissive [License](https://huggingface.co/infly/OpenCoder-8B-Instruct/blob/main/LICENSE).
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## 7. Citation
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```
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@inproceedings{Huang2024OpenCoderTO,
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title={OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models},
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