: Thanks a lot to OneFlow team for adding oneflow backend for CodeGeeX's inference (Even faster than FasterTransformer under FP16!). Click on the badge on top of this page to quickly launch an environment to test CodeGeeX. : CodeGeeX now supports Cloud Studio, a fantastic web IDE from Tencent. : CodeGeeX paper is now available at arxiv. Usage 🤗 Available in HuggingFaceĬodeGeeX achieves the highest average performance compared with other open-sourced multilingual baselines. HumanEval-X is a new multilingual benchmark that contains 820 human-crafted coding problems in 5 programming languages (Python, C++, Java, JavaScript, and Go), each of these problems is associated with tests and solutions. To help standardize the evaluation of multilingual code generation and translation, we develop and release the HumanEval-X Benchmark. HumanEval-X for Realistic Multilingual Benchmarking. It supports inference in a single Ascend 910, NVIDIA V100 or A100. CodeGeeX supports both Ascend and NVIDIA platforms. Open-Source and Cross-Platform: All codes and model weights are publicly available for research purposes.It supports code completion, explanation, summarization and more, which empower users with a better coding experience.

Customizable Programming Assistant: CodeGeeX is available in the VS Code extension marketplace for free.

Simply by one click, CodeGeeX can transform a program into any expected language with a high accuracy.

Crosslingual Code Translation: CodeGeeX supports the translation of code snippets between different languages.

Multilingual Code Generation: CodeGeeX has good performance for generating executable programs in several mainstream programming languages, including Python, C++, Java, JavaScript, Go, etc.

As of June 22, 2022, CodeGeeX has been trained on more than 850 billion tokens on a cluster of 1,536 Ascend 910 AI Processors.

We introduce CodeGeeX, a large-scale multilingual code generation model with 13 billion parameters, pre-trained on a large code corpus of more than 20 programming languages. How to use HumanEval-X and contribute to it?ĬodeGeeX: A Multilingual Code Generation Model.HumanEval-X: A new benchmark for Multilingual Program Synthesis.CodeGeeX: Architecture, Code Corpus, and Implementation.VS Code and Jetbrains Extension Guidance.CodeGeeX: A Multilingual Code Generation Model.

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