DeepCoder-14B-Preview Performance
DeepCoder-14B-Preview demonstrates superior performance in a number of ways:
- test performance: 60.6% Pass@1 accuracy in LiveCodeBench v5 (tested from August 1, 2024 to February 1, 2025), which is an 8% improvement over its base model
- processing capability: code generation tasks that can handle very long contexts of up to 64K tokens
- Code Quality: the generated code has a high probability of being directly runnable, which is particularly suitable for practical scenarios
- responsiveness: Fast code generation on high-end GPUs such as the NVIDIA H100.
- Multi-language support: Although mainly specialized in Python, he is also good in other programming languages such as Java and C++.
It is worth noting that its performance is close to that of OpenAI's o3-mini commercial model, but DeepCoder-14B-Preview is fully open source, which gives it a clear advantage in terms of price/performance ratio.
This answer comes from the articleDeepCoder-14B-Preview: an open source model that specializes in code generationThe
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