LeetCode Contest BenchmarkLeetCode 竞赛基准测试 从 2023 年 7 月到 2024 年 1 月共收集了 180 个问题。对于每个问题,我们收集了 100 个测试用例以确保测试覆盖率。 DeepSeek-Coder 模型在当前开源编码模型中表现出色。具体而言,在本基准测试中,DeepSeek-Coder-Instruct 6.7B 和 33B 分别达到 19.4% 和 27.8...
V2-Lite-Instruct) | | DeepSeek-Coder-V2-Base | 236B | 21B | 128k | [? HuggingFace](https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Base) | | DeepSeek-Coder-V2-Instruct | 236B | 21B | 128k | [? HuggingFace](https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct) ...
DeepSeek-Coder当大型语言模型遇到编程-代码智能的兴起(EN).pdf,DeepSeek-Coder: When the Large Language Model Meets Programming - The Rise of Code Intelligence 1 ∗1,2 1 1 1 1 Daya Guo* , Qihao Zhu , Dejian Yang , Zhenda Xie , Kai Dong , Wentao Zhang 1 1 1
具体来说,DeepSeek-Coder-Instruct 6.7B和33B在这个基准测试中分别实现了19.4%和27.8%的Pass@1得分。这个性能明显优于现有的开源模型,如Code-Llama-33B。DeepSeek-Coder-Instruct 33B是唯一一个在这个任务中超越OpenAI的GPT-3.5-Turbo的开源模型。然而,与更高级的GPT-4-Turbo相比,仍然存在着相当大的性能差距。 分析...
DeepSeek+Coder:当大型语言模型遇到编程时-代码智能的兴起.pdf,DeepSeek - Coder : 当大型语言模型遇到编程时 - 代码智 能的兴起 郭大雅 * 1 , 朱启浩 ∗1,2 、杨德建 1 , 谢振达 1 、启东 1 , 张文涛 1 日 陈官厅 1 、小碧 1 , Y. Wu 1 , Y.K. Li 1 、罗富力 1 ,熊
Step 2: Further Pre-training using an extended 16K window size on an additional 200B tokens, resulting in foundational models (DeepSeek-Coder-Base). Step 3: Instruction Fine-tuning on 2B tokens of instruction data, resulting in instruction-tuned models (DeepSeek-Coder-Instruct). 4. How to ...
@hf/thebloke/deepseek-coder-6.7b-instruct-awq Deepseek Coder is composed of a series of code language models, each trained from scratch on 2T tokens, with a composition of 87% code and 13% natural language in both English and Chinese....
We evaluate DeepSeek Coder on various coding-related benchmarks. Only pass@1 results on HumanEval (Python and Multilingual), MBPP, and DS-1000 are reported here: The result shows that DeepSeek-Coder-Base-33B significantly outperforms existing open-source code LLMs. Compared with CodeLlama-34B...
DeepSeek-Coder-V2-Instruct 236B 21B 128k 🤗 HuggingFace 3. Chat Website You can chat with the DeepSeek-Coder-V2 on DeepSeek's official website: coder.deepseek.com 4. API Platform We also provide OpenAI-Compatible API at DeepSeek Platform: platform.deepseek.com, and you can also pay-...
Training DataBenchmark Code GenerationAPPSdeepseek-ai/deepseek-coder-6.7b-instructIntroductory Pass@133.80# 5 Compare Interview Pass@119.70# 4 Compare Competition Pass@111.09# 5 Compare Code GenerationMBPPGPT-3.5 Turbo (few-shot)Accuracy70.8# 26 ...