deepseek
32B parameters
Commercial OK

DeepSeek R1 Distill Qwen 3 32B

Newer R1 distill on a Qwen 3 base. Combines R1 reasoning with Qwen 3's reasoning-toggle architecture. Apache 2.0.

License: Apache 2.0·Released Nov 15, 2025·Context: 131,072 tokens

Overview

Newer R1 distill on a Qwen 3 base. Combines R1 reasoning with Qwen 3's reasoning-toggle architecture. Apache 2.0.

Family & lineage

How this model relates to others in its lineage. Family members share architecture and training-data roots; parent / children edges record direct distillation or fine-tune relationships.

Strengths

  • R1 reasoning + Qwen 3 base
  • Apache 2.0

Weaknesses

  • Newer ecosystem than the original Qwen 2.5 distill

Quantization variants

Each quantization trades model quality for file size and VRAM. Q4_K_M is the most popular starting point.

QuantizationFile sizeVRAM required
AWQ-INT419.0 GB22 GB

Get the model

HuggingFace

Original weights

huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen3-32B

Source repository — direct quantization required.

Hardware that runs this

Cards with enough VRAM for at least one quantization of DeepSeek R1 Distill Qwen 3 32B.

Compare alternatives

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Frequently asked

What's the minimum VRAM to run DeepSeek R1 Distill Qwen 3 32B?

22GB of VRAM is enough to run DeepSeek R1 Distill Qwen 3 32B at the AWQ-INT4 quantization (file size 19.0 GB). Higher-quality quantizations need more.

Can I use DeepSeek R1 Distill Qwen 3 32B commercially?

Yes — DeepSeek R1 Distill Qwen 3 32B ships under the Apache 2.0, which permits commercial use. Always read the license text before deployment.

What's the context length of DeepSeek R1 Distill Qwen 3 32B?

DeepSeek R1 Distill Qwen 3 32B supports a context window of 131,072 tokens (about 131K).

Source: huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen3-32B

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