DeepSeek-R1-Distill-Qwen-32B
- In Input modalities: Text Out Output modalities: Text
- Reasoning
- Open weights
Prices
2 offerings · prices as listeddeepseek-r1-distill-qwen-32b| Conditions/ 1M tokens | Input | Output |
|---|---|---|
| Standard no longer listed since Oct 11, 2026 | ¥2.00 | ¥6.00 |
Prices from 阿里云百炼：模型价格 (opens in a new tab) (checked Oct 8, 2026)
Standard: the price a request with no conditions pays (the headline price elsewhere on the site).
Details
- Tool use
- —
- Structured output
- —
- Built-in tools
- Web search
- Family
- deepseek-r-distill-qwen
- Model ID
Not stated on DeepSeek’s pages: max input, reasoning efforts, reasoning can be off, max thinking budget, knowledge cutoff, aliases.
Run locally
Weights: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B- Parameters 32.8B
- Dense
- Native precision BF16
- Layers 64
- KV cache per token 256 KB
- Config positions 128K (config.json max_position_embeddings)
- API context 32K (maker’s API)
- Needs
- ≈ 19.0 GB (weights 16.2 + KV cache 2.0 + overhead 0.8)
- Usable
- 21.6 GB (90% of its memory)
- Generation speed
- 26–39 tok/s
- Longest context
- 18K (longer doesn’t fit)
- First token
- about 1.06–1.59 s for a 2K prompt
| Precision | Weights | Needs at 8K | On your hardware | Longest context |
|---|---|---|---|---|
| BF16 (native)maker’s file | 61.0 GB | ≈ 66.1 | ✕Doesn’t fit | — |
| Q8_0 | 32.4 GB | ≈ 36.0 | ○Needs system memory 3–4 tok/s | — |
| FP8 | 30.5 GB | ≈ 34.0 | ○Needs system memory 3–4 tok/s | — |
| Q6_K | 25.1 GB | ≈ 28.3 | ○Needs system memory 5–7 tok/s | — |
| Q5_K_M | 21.7 GB | ≈ 24.8 | ○Needs system memory 8–12 tok/s | — |
| Q5_0 | 21.0 GB | ≈ 24.0 | ○Needs system memory 10–15 tok/s | — |
| Q4_K_M | 18.5 GB | ≈ 21.5 | ●Runs well 23–34 tok/s | 8K |
| Q4_0 | 17.2 GB | ≈ 20.0 | ●Runs well 24–37 tok/s | 14K |
| IQ4_XS | 16.2 GB | ≈ 19.0 | ●Runs well 26–39 tok/s | 18K |
| Q3_K_Mquality drops | 14.9 GB | ≈ 17.7 | ●Runs well 28–42 tok/s | 23K |
| IQ3_XXSquality drops | 11.7 GB | ≈ 14.3 | ●Runs well 34–51 tok/s | 32K |
| Q2_Kquality drops | 11.4 GB | ≈ 14.0 | ●Runs well 35–52 tok/s | 32K |
| IQ2_XXSquality drops | 7.9 GB | ≈ 10.4 | ●Runs well 48–71 tok/s | 32K |
Click a row to choose a precision. “Maker’s file” sizes are the maker’s own files; others are parameters × bits per weight.
Compared with other hardware
Each at the highest precision it runs. Click one for details.
Smallest that runs it (Q4_K_M, 8K): GPU GeForce RTX 4090; unified memory Apple M5 Max (32-core GPU) · 36 GB.
Run commands
The maker publishes no files at this precision. Choose its native precision or one of its own builds, or quantise it yourself with llama.cpp.
Memory to fine-tune
Batch 1, 2,048-token sequences, gradient checkpointing; LoRA and QLoRA train rank-16 adapters on the attention projections.
Estimates; facts from the maker’s Hugging Face repositories, as of 2026-11-06. How it’s estimated
Cited scores
From third-party leaderboards, not measured by us- Epoch AI · GPQA Diamond 64.1%
#106 of 168 listed models · ±2.75
- Epoch AI · OTIS Mock AIME 2024–2025 55.6%
#108 of 159 listed models · ±6.2
- Epoch AI, 'Capabilities & benchmarking'. Published online at epoch.ai. Retrieved from 'https://epoch.ai/benchmarks'. Licensed CC BY 4.0. · License · as of Nov 4, 2026
- changes we made
Changes
All changes →- Now priced on Cloudflare Workers AI Input $0.497 · Output $4.881
- Now priced on Alibaba Cloud Model Studio, China Input ¥2.00 · Output ¥6.00
- Context window 128K → 32.77K
Sources
- Text generation models - Qwen, DeepSeek, GLM | Model Studio - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center (opens in a new tab) docs.modelstudio.console.alibabacloud.com · checked Oct 4, 2026
- deepseek-r1-distill-qwen-32b - Alibaba Cloud Model Studio (opens in a new tab) docs.modelstudio.console.alibabacloud.com · checked Oct 2, 2026
- 模型上下架與更新in Chinese (opens in a new tab) alibabacloud.com · checked Sep 29, 2026
- deepseek-r1-distill-qwen-32b (opens in a new tab) docs.modelstudio.console.alibabacloud.com · checked Oct 2, 2026
- deepseek-r1-distill-qwen-32b model (opens in a new tab) alibabacloud.com · checked Oct 2, 2026
- 阿里云百炼：模型价格in Chinese (opens in a new tab) help.aliyun.com · checked Oct 8, 2026
- 模型上下架与更新-大模型服务平台百炼-阿里云_大模型服务平台百炼(Model Studio)-大模型服务平台百炼(Model Studio)-阿里云帮助中心in Chinese (opens in a new tab) help.aliyun.com · checked Oct 30, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B · Hugging Face (opens in a new tab) huggingface.co · checked Oct 31, 2026
- Cloudflare Workers AI pricing (opens in a new tab) developers.cloudflare.com · checked Oct 31, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B model card (opens in a new tab) huggingface.co · checked Oct 30, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B config.json (opens in a new tab) huggingface.co · checked Oct 30, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B files (opens in a new tab) huggingface.co · checked Oct 30, 2026
DeepSeek’s official policies: data use, privacy, terms →
Some values on this page are still waiting to be checked against official pages: a filled dot is verified, a hollow one is not yet (with or without a source on file). How we verify data
DeepSeek · China · deepseek.com
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