Qwen2.5-Coder-0.5B-Instruct

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

CommonProductProgrammingCode GenerationCode Reasoning

Qwen2.5-Coder is the latest series of the Qwen large language model, focusing on code generation, reasoning, and fixing. Built on the powerful Qwen2.5 with an extended training dataset of 5.5 trillion tokens that includes source code, text code bases, and synthetic data, Qwen2.5-Coder-32B has become the leading open-source code LLM, matching GPT-4o in coding abilities. This model not only enhances coding capabilities but also maintains superiority in mathematics and general abilities, providing a comprehensive foundation for real-world applications like code assistance.

Code Generation: Significantly boosts code generation capabilities
helping developers quickly accomplish programming tasks.
Code Reasoning: Enhances the model's understanding of code logic
improving the accuracy of code analysis.
Code Fixing: Assists developers in identifying and correcting errors in code
enhancing code quality.
Comprehensive Technical Foundation: Suitable for various real-world applications
such as code assistance.
Pre-training and Fine-tuning: The model undergoes pre-training and fine-tuning to meet diverse development needs.
High-Performance Architecture: Employs a transformer architecture

\Target audience includes developers
programming enthusiasts
and software engineers. Qwen2.5-Coder enhances their programming efficiency and code quality by providing strong capabilities for code generation
reasoning
and fixing

A developer uses Qwen2.5-Coder to generate code for a quicksort algorithm.
A software engineer employs the model to fix errors in existing code
enhancing project stability.
A programming enthusiast learns coding best practices through the model
improving personal programming skills.

1. Visit the Hugging Face website and search for the Qwen2.5-Coder-0.5B-Instruct model.
2. Import AutoModelForCausalLM and AutoTokenizer based on the code examples provided on the page.
3. Load the model and tokenizer using the model name: model = AutoModelForCausalLM.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name).
4. Prepare input prompts

Visit

Qwen2.5-Coder-0.5B-Instruct Visit Over Time

Monthly Visits

19075321

Bounce Rate

45.07%

Page per Visit

5.5

Visit Duration

00:05:32

Qwen2.5-Coder-0.5B-Instruct Visit Trend

Qwen2.5-Coder-0.5B-Instruct Visit Geography

Qwen2.5-Coder-0.5B-Instruct Traffic Sources

Qwen2.5-Coder-0.5B-Instruct Alternatives

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

Programming•Code Generation•Code Reasoning

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

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

Programming•Code Generation•Code Reasoning

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-32B-Instruct-GGUF — Open-source code generation language model

Programming•Code Generation•Code Reasoning

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

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

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-Instruct — Open-source code generation large language model

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-3B-Instruct-GPTQ-Int8 — The 3B parameter Instruct 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

102

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

Programming•Code Generation•Long Text Processing

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

Programming•Code Generation•Code Reasoning

DeepSeek-Coder-V2 — Open-source code language model, enhancing programming intelligence.

Programming•Code Generation•Programming Assistance

2076

Fitten Code — Excellent code assistant, intelligent programming experience

Programming•Code Generation•Code Completion

17964

Amazon Q — Amazon Q is a new generation AI assistant launched by Amazon, designed for IT professionals and developers.

Programming•Generative AI•Programming Assistance

594

AlphaQubit — AI-based decoder for quantum computing error correction

Programming•Quantum Computing•Artificial Intelligence

Qwen2.5-Coder-3B-Instruct-GPTQ-Int4 — 3B parameter instruction-tuned model within the Qwen2.5-Coder series

Programming•Code Generation•Code Inference

Best AI Websites & Tools

Qwen2.5-Coder-0.5B-Instruct

Qwen2.5-Coder-0.5B-Instruct Visit Over Time

Qwen2.5-Coder-0.5B-Instruct Visit Trend

Qwen2.5-Coder-0.5B-Instruct Visit Geography

Qwen2.5-Coder-0.5B-Instruct Traffic Sources

Qwen2.5-Coder-0.5B-Instruct Alternatives

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

Qwen2.5-Coder-1.5B-Instruct-AWQ — A 1.5 billion parameter code generation model from 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-1.5B-Instruct — This is a 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-14B — A large language model for code generation and comprehension.

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

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

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

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

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

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-Instruct — Open-source code generation large language model

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

Qwen2.5-Coder-3B-Instruct-GPTQ-Int8 — The 3B parameter Instruct 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-32B-Instruct-GPTQ-Int8 — Open-source code generation language model

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

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

Alex Sidebar — Smart sidebar assistant for Xcode

Code2.AI — Quickly transform your ideas into code.

C Know — AI Q&A Tool for Professional Programmers

DeepSeek-Coder-V2 — Open-source code language model, enhancing programming intelligence.

Fitten Code — Excellent code assistant, intelligent programming experience

Amazon Q — Amazon Q is a new generation AI assistant launched by Amazon, designed for IT professionals and developers.

AlphaQubit — AI-based decoder for quantum computing error correction

Qwen2.5-Coder-3B-Instruct-GPTQ-Int4 — 3B parameter instruction-tuned model within the Qwen2.5-Coder series