QwenQwen 2.5Open SourceArena #200Apr 15, 2025
Qwen: Qwen2.5 Coder 7B Instruct
Qwen2.5-Coder-7B-Instruct is a 7B parameter instruction-tuned language model optimized for code-related tasks such as code generation, reasoning, and bug fixing. Based on the Qwen2.5 architecture, it incorporates enhancements like RoPE, SwiGLU, RMSNorm, and GQA attention with support for up to 128K tokens using YaRN-based extrapolation. It is trained on a large corpus of source code, synthetic data, and text-code grounding, providing robust performance across programming languages and agentic coding workflows. This model is part of the Qwen2.5-Coder family and offers strong compatibility with tools like vLLM for efficient deployment. Released under the Apache 2.0 license.
Context Window
33K
tokens
Max Output
—
tokens
Released
Apr 15, 2025
Arena Rank
#200
of 305 models
Capabilities
👁Vision
🧠Reasoning
🔧Tool Calling
⚡Prompt Caching
🖥Computer Use
🎨Image Generation
Supported Parameters
Frequency Penalty
Reduce repetition
Max Tokens
Output length limit
Presence Penalty
Encourage new topics
Repetition Penalty
Penalize repeated tokens
Response Format
JSON mode / structured output
structured_outputs
Temperature
Controls randomness
Top K
Top-K sampling
Top P
Nucleus sampling
Pricing Comparison
| Router | Input / 1M | Output / 1M | Cached Input / 1M |
|---|---|---|---|
| OpenRouter | $0.03 | $0.09 | — |
| Martian | $0.03 | $0.09 | — |
Benchmarks
Open LLM Leaderboard
AverageOpen LLM Leaderboard
28.33/100IFEvalOpen LLM Leaderboard
61.01/100BBHOpen LLM Leaderboard
28.94/100MATH Lvl 5Open LLM Leaderboard
38.82/100GPQAOpen LLM Leaderboard
5.59/100MUSROpen LLM Leaderboard
9.48/100MMLU-PROOpen LLM Leaderboard
26.14/100Aider Code Editing
Aider EditingAider Code Editing
51.9/100Model IDs
OpenRouter
qwen/qwen2.5-coder-7b-instructHugging FaceQwen/Qwen2.5-Coder-7B-Instruct ↗
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