Qwen2.5-Coder-32B-Instruct-GPTQ-Int4

An open-source language model for code generation with 3.25 billion parameters.

CommonProductProgrammingCode GenerationCode Inference

The Qwen2.5-Coder-32B-Instruct-GPTQ-Int4 is a large language model based on Qwen2.5, featuring 3.25 billion parameters and supporting long text processing with a maximum of 128K tokens. This model has shown significant improvements in code generation, code inference, and code repair, making it a leader among current open-source code language models. It not only enhances coding capabilities but also maintains strengths in mathematics and general reasoning.

Code Generation: Significantly improves code generation capabilities
matching the coding proficiency of GPT-4o.
Code Inference: Enhances understanding of code logic and structure.
Code Repair: Improves the ability to identify and fix errors or vulnerabilities in code.
Long Text Support: Capable of processing long texts up to 128K tokens.
4-bit Quantization: Optimizes model performance and efficiency through GPTQ technology for 4-bit quantization.
Multilingual Support: Primarily supports English
suitable for coding and related tasks.
Pretraining and Post-training: Combines both pretraining and post-training phases to enhance model performance.

The target audience includes developers and programmers
particularly professionals who need to write
understand
and maintain code. This model assists them in rapidly generating code
enhancing development efficiency

Developers use this model to generate code for sorting algorithms.
Software engineers utilize the model to fix errors in existing code.
In programming education
teachers use the model to explain code logic as a teaching aid.

1. Visit the Hugging Face website and search for the Qwen2.5-Coder-32B-Instruct-GPTQ-Int4 model.
2. Import the necessary libraries and modules based on the code examples provided on the page.
3. Load the model and the tokenizer using AutoModelForCausalLM and AutoTokenizer.
4. Prepare input prompts
such as requests for specific functionality code.

Visit

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Monthly Visits

20899836

Bounce Rate

46.04%

Page per Visit

5.2

Visit Duration

00:04:57

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