Qwen2.5 Coder 32B Instruct
Qwen2.5 Coder 32B Instruct by Alibaba is a code-specific model for code generation, reasoning, and fixing, with 128K context and 32B parameters.
Model Overview
Capabilities, design details, and architectural traits
Qwen2.5 Coder 32B Instruct - code-specific Qwen large language model
Qwen2.5-Coder is described as Qwen’s latest series of code-specific large language models, and this 32B Instruct version is the instruction-tuned model in that family. It is positioned around code generation, code reasoning, and code fixing.
Documented traits
- Type: Causal language model.
- Training stage: Pretraining and post-training.
- Architecture: transformers with RoPE, SwiGLU, RMSNorm, and Attention QKV bias.
- Context length: Full 131,072 tokens.
What makes it distinct
The model is part of a family that Qwen says adds a stronger foundation for real-world applications such as Code Agents. The official materials also say it improves coding capabilities while maintaining strengths in mathematics and general competencies.
Family positioning
Qwen’s official description presents Qwen2.5-Coder as a code-focused series spanning multiple sizes. The 32B Instruct model is the instruction-tuned member of that lineup.
Benchmark Performance
Independent evaluations · Artificial Analysis
Accuracy & Capability Details
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Evaluate specifications, pricing, and independent benchmark indices
| Model Details | |||
|---|---|---|---|
| General Info | |||
| Provider | Alibaba | Anthropic | Anthropic |
| Release Date | November 11, 2024 | September 22, 2026 | September 28, 2026 |
| Knowledge Cutoff | Jun 2024 | - | Jun 2026 |
| Context & Limits | |||
| Context Window | 128K | 1M Best Context Window | 1M Best Context Window |
| Pricing (per 1M tokens) | |||
| Input Pricing | Free Best Input Pricing | $4 | $2 |
| Output Pricing | Free Best Output Pricing | $20 | $10 |
| Modalities | |||
| Inputs | text | textimagefile | textimagefile |
| Outputs | text | text | text |
| Benchmarks (0-100) | |||
| Intelligence Index | 6.7 | 57.6 Best Intelligence Index | 56.0 |
| Coding Index | - | - | - |
| Agentic Index | - | - | - |
Humanity's Last Exam
Extremely difficult logical reasoning and knowledge.
SciCode Benchmark
Scientific coding and mathematical modeling.
Long Context Reasoning
Logical reasoning over long context windows.
Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.
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