Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4

A code generation model with 1.5 billion parameters from the Qwen2.5-Coder series.

CommonProductProgrammingCode GenerationCode Reasoning

Qwen2.5-Coder is the latest series from the Qwen large language model, focusing on code generation, reasoning, and debugging. Built upon the powerful Qwen2.5 framework, this model has been trained on 550 trillion source code, text-code correlations, and synthesized data, making it one of the leading open-source code language models today, rivaling GPT-4 in coding ability. Additionally, Qwen2.5-Coder offers comprehensive real-world application capabilities, such as code agents, enhancing coding proficiency while maintaining strengths in mathematical and general skills.

Code Generation: Significantly enhances coding capabilities
able to generate high-quality code based on requirements.
Code Reasoning: Improves code reasoning capabilities to help understand code logic and structure.
Code Debugging: Increases code debugging capabilities
able to identify and fix errors in code.
Comprehensive Language Support: Covers multiple mainstream programming languages to meet diverse developer needs.
High Performance: With 1.54 billion parameters and a 28-layer network structure
it offers robust performance.
4-bit Quantization: Utilizes GPTQ's 4-bit quantization technology to optimize model size and inference speed.
Long Text Support: Supports context lengths of up to 32

Target audience includes developers
programming enthusiasts
and professionals in need of code assistance. The Qwen2.5-Coder series models are particularly well-suited for developers who require rapid generation
understanding
and debugging of code. They are also applicable in the field of programming education for teaching and learning purposes.

A developer uses Qwen2.5-Coder to generate code for a quicksort algorithm.
An educator utilizes the model to explain code logic
aiding students in understanding algorithms.
Companies use the model to automate code reviews
improving code quality and development efficiency.

1. Install the Hugging Face transformers library
ensuring the version meets the requirements.
2. Use AutoModelForCausalLM and AutoTokenizer to load the model and tokenizer.
3. Prepare input prompts
such as requests for writing specific function code.

Visit

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Visit Over Time

Monthly Visits

20899836

Bounce Rate

46.04%

Page per Visit

5.2

Visit Duration

00:04:57

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Visit Trend

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Visit Geography

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Traffic Sources

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Alternatives

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

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

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-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-Int8 — Open-source code generation language model

Programming•Code Generation•Long Text Processing

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

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

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-Int4 — 0.5B parameter code generation model from the Qwen2.5-Coder series

Programming•Code Generation•Code Inference

Qwen2.5-Coder-0.5B-Instruct-GGUF — The 0.5B parameter instruction-tuned model within the Qwen2.5-Coder series.

Programming•Code Generation•Code Inference

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

Programming•Code Generation•Code Inference

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

Programming•Code Generation•Code Reasoning

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

Programming•Code Generation•Code Inference

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-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

Alex Sidebar — Smart sidebar assistant for Xcode

InternationalSelection•Xcode•Programming Assistance

318

Best AI Websites & Tools

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Visit Over Time

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Visit Trend

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Visit Geography

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Traffic Sources

Qwen2.5-Coder-1.5B-Instruct-GPTQ-Int4 Alternatives

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

Qwen2.5-Coder-1.5B-Instruct-AWQ — A 1.5 billion 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-3B-Instruct-GGUF — Qwen2.5-Coder 3B is a parameter-tuned model within 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-3B-Instruct — Qwen2.5-Coder Series: A 3B parameter instruction-tuned model.

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

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-Int8 — 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-3B — The 3B parameter model in the Qwen2.5-Coder series focuses on code generation and comprehension.

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

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

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

Qwen2.5-Coder-0.5B-Instruct-GPTQ-Int4 — 0.5B parameter code generation model from the Qwen2.5-Coder series

Qwen2.5-Coder-0.5B-Instruct-GGUF — The 0.5B parameter instruction-tuned model within the Qwen2.5-Coder series.

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

Qwen2.5-Coder-3B-Instruct-GPTQ-Int4 — 3B parameter instruction-tuned model within 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-GGUF — Open-source code generation language model

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

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

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

Alex Sidebar — Smart sidebar assistant for Xcode