DeepSeek R1 Distill Qwen 32B
DeepSeek R1 Distill Qwen 32B by DeepSeek is a 32B dense model fine-tuned on 800K R1 reasoning samples via SFT only, derived from Qwen 2.5 under MIT License.
Model Overview
Capabilities, design details, and architectural traits
DeepSeek R1 Distill Qwen 32B - Dense Reasoning Model via Knowledge Distillation
DeepSeek R1 Distill Qwen 32B is a dense model produced by fine-tuning Qwen 2.5 on 800k reasoning samples curated from DeepSeek R1. It is one of six distilled models released alongside DeepSeek R1.
Base Model & Licensing
Derived from Qwen 2.5, originally licensed under Apache 2.0, and now fine-tuned with DeepSeek R1 reasoning data. Released under the MIT License, which explicitly permits commercial use, modifications, derivative works, and further distillation for training other LLMs.
Usage Recommendations
Officially documented usage configurations for the R1 Distill series:
- Temperature: 0.5-0.7 (0.6 recommended) to prevent endless repetition or incoherent outputs
- System prompt: Avoid adding a system prompt; all instructions should be in the user prompt
- Math tasks: Include a directive such as "Please reason step by step, and put your final answer within \boxed{}"
- Evaluation: Conduct multiple tests and average results.
Benchmark Performance
Independent evaluations · Artificial Analysis
Accuracy & Capability Details
Compare Models Side-by-Side
Evaluate specifications, pricing, and independent benchmark indices
| Model Details | |||
|---|---|---|---|
| General Info | |||
| Provider | DeepSeek | Anthropic | Anthropic |
| Release Date | January 20, 2025 | September 22, 2026 | September 28, 2026 |
| Knowledge Cutoff | Jul 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 | 8.4 | 57.6 Best Intelligence Index | 56.0 |
| Coding Index | - | - | - |
| Agentic Index | - | - | - |
Humanity's Last Exam
Extremely difficult logical reasoning and knowledge.
Long Context Reasoning
Logical reasoning over long context windows.
SciCode Benchmark
Scientific coding and mathematical modeling.
Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.
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