CodeGeeX4

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CodeGeeX4 is an open-source, multilingual code generation model that supports comprehensive AI software development scenarios, including code completion, interpretation, web search, and function calling. It offers competitive performance for models under 10B parameters.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is CodeGeeX4?

CodeGeeX4-ALL-9B is an open-source, multilingual code generation model designed for a wide range of AI software development tasks. Built upon the GLM-4-9B, it significantly enhances code generation capabilities, offering features like code completion, code interpretation, web search, and function calling. This versatile model also supports repository-level code Q&A, making it a comprehensive solution for developers. CodeGeeX4-ALL-9B has demonstrated highly competitive performance on public benchmarks such as BigCodeBench and NaturalCodeBench, often outperforming larger general-purpose models. It is recognized for achieving an optimal balance between inference speed and model performance, making it the most powerful code generation model with less than 10 billion parameters. The model is available on Ollama, Huggingface transformers, and vLLM, with extensions for VS Code and Jetbrains.

Best used for

Ideal for developers who need to accelerate software development, understand complex codebases, and automate routine coding tasks. Especially valuable for those seeking a powerful, open-source code generation model that balances performance with inference speed for various development scenarios.

Common actions

generate code

interpret code

search code

answer code questions

automate development tasks

"AI Agents"github copilotface swappingopen-sourcecollaborationdeepfakelow-code/no-codeworkflowsautomated workflow

Capabilities

Key features

Multilingual code generation
Code completion
Code interpreter
Web search
Function calling
Repository-level Q&A

Target Audience

developer

Integrations

vscodejetbrains

Pricing & Plans

Open Source

Free

FAQs

What is CodeGeeX4-ALL-9B?

CodeGeeX4-ALL-9B is an open-source, multilingual code generation model that is continually trained on GLM-4-9B. It offers comprehensive functionalities for AI software development, including code completion, interpretation, web search, and repository-level Q&A.

How can I get started with CodeGeeX4?

You can get started with CodeGeeX4 by installing Ollama (version 0.2 or later) and running 'ollama run codegeex4'. Alternatively, you can use Huggingface transformers or vLLM, or integrate it with VS Code and Jetbrains extensions.

What are the key capabilities of CodeGeeX4-ALL-9B?

CodeGeeX4-ALL-9B supports a wide array of capabilities such as code completion and generation, code interpretation, web search, function calling, and repository-level code Q&A. It also excels in code reasoning and understanding, as demonstrated by its performance on benchmarks like CRUXEval.

Is CodeGeeX4-ALL-9B suitable for commercial use?

The code in the repository is open source under the Apache-2.0 license. However, the model weights are licensed under a separate Model License. For commercial use, users are required to fill out a registration form.

Does CodeGeeX4 support local deployment?

Yes, CodeGeeX4-ALL-9B can be deployed locally. There is a dedicated Local Mode Guideline that explains how to set up the model locally and connect it to Visual Studio Code or Jetbrains extensions for offline use.

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