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README.md

@@ -3,4 +3,39 @@ license: other
 license_name: deepseek
 license_link: >-
   https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct/blob/main/LICENSE
+task_categories:
+- text-generation
+language:
+- en
+tags:
+- code
 ---
+
+## LeetCode Contest Benchmark
+
+A new benchmark for evaluating Code LLMs proposed by [DeepSeek-Coder](https://arxiv.org/abs/2401.14196), which consists of the latest algorithm problems of different difficulties.
+
+## Usage
+
+```
+git clone https://github.com/deepseek-ai/DeepSeek-Coder.git
+cd Evaluation/LeetCode
+
+# Set the model or path here
+MODEL="deepseek-ai/deepseek-coder-7b-instruct"
+
+python vllm_inference.py --model_name_or_path $MODEL --saved_path output/20240121-Jul.deepseek-coder-7b-instruct.jsonl
+
+python evaluate_leetcode.py --generation_path output/20240121-Jul.deepseek-coder-7b-instruct.jsonl --result_path output/20240121-Jul.deepseek-coder-7b-instruct.result.jsonl
+```
+
+### Citation
+
+```
+@article{guo2024deepseekcoder,
+  title   = {DeepSeek-Coder: When the Large Language Model Meets Programming - The Rise of Code Intelligence},
+  author  = {Daya Guo and Qihao Zhu and Dejian Yang and Zhenda Xie and Kai Dong and Wentao Zhang and Guanting Chen and Xiao Bi and Y. Wu and Y. K. Li and Fuli Luo and Yingfei Xiong and Wenfeng Liang},
+  year    = {2024},
+  journal = {arXiv preprint arXiv: 2401.14196}
+}
+```