Qwen2.5-Coder-3B-Instruct

Qwen2.5-Coder Series: A 3B parameter instruction-tuned model.

CommonProductProgrammingCode GenerationCode Reasoning

Qwen2.5-Coder is the latest series of the Qwen large language model, focused on code generation, reasoning, and repair. Based on the powerful Qwen2.5, this model series significantly enhances code generation, reasoning, and repair capabilities by increasing training tokens to 5.5 trillion, including source code, text grounding, synthetic data, and more. The Qwen2.5-Coder-3B model contains 3.09B parameters, 36 layers, 16 attention heads (Q), and 2 attention heads (KV), with a total context length of 32,768 tokens. It stands out among open-source code LLMs, matching the coding capabilities of GPT-4o, and provides developers with a powerful code assistance tool.

Code Generation: Significantly enhances code generation capabilities
helping developers quickly implement code logic.
Code Reasoning: Improves the model's understanding of code logic
increasing the accuracy of code reasoning.
Code Repair: Aids developers in identifying and fixing errors in code.
Full Parameter Coverage: Covers parameter scales from 0.5B to 32B to meet diverse developer needs.
Multilingual Support: Primarily supports English
suitable for international development teams.
High-Performance Architecture: Utilizes a transformers architecture
incorporating advanced technologies such as RoPE

The target audience for the Qwen2.5-Coder-3B-Instruct model is developers
particularly software engineers who seek intelligent assistance in programming tasks. This model can comprehend complex code logic and provide intelligent suggestions for code generation
reasoning
and debugging
thereby enhancing development efficiency and code quality. It serves as a powerful assistant for developers handling extensive codebases or working in multilingual environments.

Developers use the Qwen2.5-Coder-3B-Instruct model to quickly generate code for sorting algorithms.
During code debugging
the model assists developers in identifying and fixing potential bugs.
In collaborative settings
the model acts as a code review tool

1. Access the Hugging Face platform and locate the Qwen2.5-Coder-3B-Instruct model.
2. Import the necessary libraries and modules as provided in the code examples on the page.
3. Load the model and tokenizer using AutoModelForCausalLM and AutoTokenizer.
4. Prepare input prompts
such as writing a sorting algorithm.

Visit

Qwen2.5-Coder-3B-Instruct Visit Over Time

Monthly Visits

20899836

Bounce Rate

46.04%

Page per Visit

5.2

Visit Duration

00:04:57

Qwen2.5-Coder-3B-Instruct Visit Trend

Qwen2.5-Coder-3B-Instruct Visit Geography

Qwen2.5-Coder-3B-Instruct Traffic Sources

Qwen2.5-Coder-3B-Instruct Alternatives

Qwen2.5-Coder-3B-Instruct-GGUF — Qwen2.5-Coder 3B is a parameter-tuned model within the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 — A code generation model with 1.5 billion parameters from the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-1.5B-Instruct-AWQ — A 1.5 billion parameter code generation model from the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-14B-Instruct-AWQ — An open-source large language model focused on code generation and reasoning.

Programming•Code Generation•Code Reasoning

120

Qwen2.5-Coder-1.5B-Instruct — This is a 1.5B parameter code generation model in the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-14B — A large language model for code generation and comprehension.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-0.5B-Instruct-AWQ — Qwen2.5-Coder series 0.5B parameter code generation model.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-1.5B-Instruct-GGUF — The Qwen2.5-Coder series features a 1.5B parameter instruction-tuned model.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-3B-Instruct-GPTQ-Int8 — The 3B parameter Instruct model from the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-32B-Instruct-GPTQ-Int8 — Open-source code generation language model

Programming•Code Generation•Long Text Processing

Qwen2.5-Coder-32B-Instruct-GGUF — Open-source code generation language model

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-0.5B-Instruct — Instruction-tuned 0.5B parameter code generation model in the Qwen2.5-Coder series

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-0.5B — The 0.5B parameter code generation model in the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-1.5B — 1.5B parameter code generation model in the Qwen2.5-Coder series

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-7B-Instruct — A language model for code generation with 7B parameters.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder Technical Report — Qwen2.5-Coder Series Technical Report

Programming•Intelligent Coding•Pre-trained Models

Qwen2.5-Coder-14B-Instruct — A 14 billion parameter code generation model in the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-32B — The open-source code generation model in the Qwen2.5-Coder series with the most parameters.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-32B-Instruct — Open-source code generation large language model

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder — Next-generation open code model to enhance programming efficiency.

Programming•Code Generation•Code Inference

234

O1-CODER — A programming assistant tool aiming to replicate OpenAI's O1 model.

Programming•Programming Assistance•Code Generation

Qwen2.5-Coder-0.5B-Instruct-GPTQ-Int8 — A 0.5B parameter instruction-tuned model within the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int8 — 1.5B parameter code generation model from the Qwen2.5-Coder series

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-32B-Instruct-GPTQ-Int4 — An open-source language model for code generation with 3.25 billion parameters.

Programming•Code Generation•Code Inference

Qwen2.5-Coder-3B — The 3B parameter model in the Qwen2.5-Coder series focuses on code generation and comprehension.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-7B — A 7 billion parameter code generation model from the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Best AI Websites & Tools

Qwen2.5-Coder-3B-Instruct

Qwen2.5-Coder-3B-Instruct Visit Over Time

Qwen2.5-Coder-3B-Instruct Visit Trend

Qwen2.5-Coder-3B-Instruct Visit Geography

Qwen2.5-Coder-3B-Instruct Traffic Sources

Qwen2.5-Coder-3B-Instruct Alternatives

Qwen2.5-Coder-3B-Instruct-GGUF — Qwen2.5-Coder 3B is a parameter-tuned model within the Qwen2.5-Coder series.

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 — A code generation model with 1.5 billion parameters from the Qwen2.5-Coder series.

Qwen2.5-Coder-1.5B-Instruct-AWQ — A 1.5 billion parameter code generation model from the Qwen2.5-Coder series.

Qwen2.5-Coder-14B-Instruct-AWQ — An open-source large language model focused on code generation and reasoning.

Qwen2.5-Coder-1.5B-Instruct — This is a 1.5B parameter code generation model in the Qwen2.5-Coder series.

Qwen2.5-Coder-14B — A large language model for code generation and comprehension.

Qwen2.5-Coder-0.5B-Instruct-AWQ — Qwen2.5-Coder series 0.5B parameter code generation model.

Qwen2.5-Coder-1.5B-Instruct-GGUF — The Qwen2.5-Coder series features a 1.5B parameter instruction-tuned model.

Qwen2.5-Coder-3B-Instruct-GPTQ-Int8 — The 3B parameter Instruct model from the Qwen2.5-Coder series.

Qwen2.5-Coder-32B-Instruct-GPTQ-Int8 — Open-source code generation language model

Qwen2.5-Coder-32B-Instruct-GGUF — Open-source code generation language model

Qwen2.5-Coder-0.5B-Instruct — Instruction-tuned 0.5B parameter code generation model in the Qwen2.5-Coder series

Qwen2.5-Coder-0.5B — The 0.5B parameter code generation model in the Qwen2.5-Coder series.

Qwen2.5-Coder-1.5B — 1.5B parameter code generation model in the Qwen2.5-Coder series

Qwen2.5-Coder-7B-Instruct — A language model for code generation with 7B parameters.

Qwen2.5-Coder Technical Report — Qwen2.5-Coder Series Technical Report

Qwen2.5-Coder-14B-Instruct — A 14 billion parameter code generation model in the Qwen2.5-Coder series.

Qwen2.5-Coder-32B — The open-source code generation model in the Qwen2.5-Coder series with the most parameters.

Qwen2.5-Coder-32B-Instruct — Open-source code generation large language model

Qwen2.5-Coder — Next-generation open code model to enhance programming efficiency.

O1-CODER — A programming assistant tool aiming to replicate OpenAI's O1 model.

Qwen2.5-Coder-0.5B-Instruct-GPTQ-Int8 — A 0.5B parameter instruction-tuned model within the Qwen2.5-Coder series.

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int8 — 1.5B parameter code generation model from the Qwen2.5-Coder series

Qwen2.5-Coder-32B-Instruct-GPTQ-Int4 — An open-source language model for code generation with 3.25 billion parameters.

Qwen2.5-Coder-3B — The 3B parameter model in the Qwen2.5-Coder series focuses on code generation and comprehension.

Qwen2.5-Coder-7B — A 7 billion parameter code generation model from the Qwen2.5-Coder series.

Alex Sidebar — Smart sidebar assistant for Xcode

Code2.AI — Quickly transform your ideas into code.

WaveCoder — A model that opens a new chapter in code intelligence.