DeepSeek-R1-Distill-Qwen-7B
- In Input modalities: Text Out Output modalities: Text
- Reasoning
- Open weights
Prices
1 offering · prices as listeddeepseek-r1-distill-qwen-7b| Conditions/ 1M tokens | Input | Output |
|---|---|---|
| Standard no longer listed since Oct 11, 2026 | ¥0.50 | ¥1.00 |
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
- —
- Licence
- MIT License
- Family
- deepseek-r-distill-qwen
- Model ID
Not stated on DeepSeek’s pages: max input, reasoning efforts, reasoning can be off, max thinking budget, built-in tools, knowledge cutoff, aliases.
Run locally
Weights: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B- Parameters 7.6B
- Dense
- Native precision BF16
- Layers 28
- KV cache per token 56 KB
- Config positions 128K (config.json max_position_embeddings)
- API context 32K (maker’s API)
- Needs
- ≈ 15.3 GB (weights 14.2 (maker’s file) + KV cache 0.4 + overhead 0.7)
- Usable
- 21.6 GB (90% of its memory)
- Generation speed
- 32–48 tok/s
- Longest context
- 32K (the model’s limit)
- First token
- about 0.25–0.37 s for a 2K prompt
| Precision | Weights | Needs at 8K | On your hardware | Longest context |
|---|---|---|---|---|
| BF16 (native)maker’s file | 14.2 GB | ≈ 15.3 | ●Runs well 32–48 tok/s | 32K |
| Q8_0 | 7.5 GB | ≈ 8.5 | ●Runs well 59–88 tok/s | 32K |
| FP8 | 7.1 GB | ≈ 8.0 | ●Runs well 62–94 tok/s | 32K |
| Q6_K | 5.8 GB | ≈ 6.8 | ●Runs well 75–112 tok/s | 32K |
| Q5_K_M | 5.0 GB | ≈ 6.0 | ●Runs well 86–128 tok/s | 32K |
| Q5_0 | 4.9 GB | ≈ 5.8 | ●Runs well 88–133 tok/s | 32K |
| Q4_K_M | 4.3 GB | ≈ 5.2 | ●Runs well 99–148 tok/s | 32K |
| Q4_0 | 4.0 GB | ≈ 4.9 | ●Runs well 106–159 tok/s | 32K |
| IQ4_XS | 3.8 GB | ≈ 4.7 | ●Runs well 112–167 tok/s | 32K |
| Q3_K_Mquality drops | 3.5 GB | ≈ 4.4 | ●Runs well 120–180 tok/s | 32K |
| IQ3_XXSquality drops | 2.7 GB | ≈ 3.7 | ●Runs well 149–223 tok/s | 32K |
| Q2_Kquality drops | 2.7 GB | ≈ 3.6 | ●Runs well 152–227 tok/s | 32K |
| IQ2_XXSquality drops | 1.8 GB | ≈ 2.8 | ●Runs well 207–311 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 3080; unified memory Apple M5 · 16 GB.
Run commands
vllm serve deepseek-ai/DeepSeek-R1-Distill-Qwen-7B --max-model-len 8192
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 usThis model isn’t on any leaderboard we cite yet.
Changes
All changes →- Now priced on Alibaba Cloud Model Studio, China Input ¥0.50 · Output ¥1.00
- 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-7b - 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-7b 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-7B model card (opens in a new tab) huggingface.co · checked Nov 1, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-7B at main (opens in a new tab) huggingface.co · checked Oct 31, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-7B model card (opens in a new tab) huggingface.co · checked Nov 3, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-7B model card (opens in a new tab) huggingface.co · checked Oct 30, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-7B config.json (opens in a new tab) huggingface.co · checked Oct 30, 2026
- deepseek-ai/DeepSeek-R1-Distill-Qwen-7B files (opens in a new tab) huggingface.co · checked Oct 30, 2026
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