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## News
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🔥🔥 [2023/09/27] [CodeFuse-QWen-15B](https://huggingface.co/codefuse-ai/CodeFuse-QWen-14B) has been released, achieving a pass@1 (greedy decoding) score of 48.8% on HumanEval, which gains 16% absolute improvement over the base model [Qwen-14b](https://huggingface.co/Qwen/Qwen-14B)
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🔥🔥 [2023/09/27] [CodeFuse-StarCoder-15B](https://huggingface.co/codefuse-ai/CodeFuse-StarCoder-15B) has been released, achieving a pass@1 (greedy decoding) score of 54.9% on HumanEval.
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🔥🔥🔥 [2023/09/26]We are pleased to announce the release of the [4-bit quantized version of CodeFuse-CodeLlama-34B](https://huggingface.co/codefuse-ai/CodeFuse-CodeLlama-34B-4bits). Despite the quantization process, the model still achieves a remarkable 73.8% accuracy (greedy decoding) on the HumanEval pass@1 metric.
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|:----------------------------|:-----------------:|:-------:|
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| **CodeFuse-CodeLlama-34B** | **74.4%** | 2023/09 |
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|**CodeFuse-CodeLlama-34B-4bits** | **73.8%** | 2023/09 |
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| **CodeFuse-StarCoder-15B** | **54.9%** | 2023/08 |
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| WizardCoder-Python-34B-V1.0 | 73.2% | 2023/08 |
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| GPT-4(zero-shot) | 67.0% | 2023/03 |
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| PanGu-Coder2 15B | 61.6% | 2023/08 |
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| **CodeFuse-StarCoder-15B** | **54.9%** | 2023/08 |
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| CodeLlama-34b-Python | 53.7% | 2023/08 |
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| **CodeFuse-QWen-14B** | **48.8%** | 2023/10 |
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| CodeLlama-34b | 48.8% | 2023/08 |
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| GPT-3.5(zero-shot) | 48.1% | 2022/11 |
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| OctoCoder | 46.2% | 2023/08 |
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| StarCoder-15B | 33.6% | 2023/05 |
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| LLaMA 2 70B(zero-shot) | 29.9% | 2023/07 |
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| QWen-14B | 32.3% | 2023/10 |
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## Articles
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|--------------------------------------------------------------------------------------------|--------------------|-------------------------|------------|------------|
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| [🔥🔥🔥 CodeFuse-CodeLlama-34B](https://huggingface.co/codefuse-ai/CodeFuse-CodeLlama-34B) | CodeLlama-34b-Python | 600k | 80 | 4096 |
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| [🔥🔥🔥 CodeFuse-CodeLlama-34B-4bits](https://huggingface.co/codefuse-ai/CodeFuse-CodeLlama-34B-4bits) | CodeLlama-34b-Python| | | 4096 |
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| [🔥🔥🔥 CodeFuse-StarCoder-15B](https://huggingface.co/codefuse-ai/CodeFuse-StarCoder-15B) | Starcoder | 600k | 80 | 4096 |
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| [🔥🔥🔥 CodeFuse-StarCoder-15B](https://huggingface.co/codefuse-ai/CodeFuse-StarCoder-15B) | Starcoder | 600k | 256 | 4096 |
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| [🔥🔥🔥 CodeFuse-QWen-14B](https://huggingface.co/codefuse-ai/CodeFuse-QWen-14B) | Qwen-14b | 1100k | 256 | 4096 |
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| [🔥 CodeFuse-13B](https://huggingface.co/codefuse-ai/CodeFuse-13B) | CodeFuse-13B | 66k | 64 | 4096 |
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