qwen
7B parameters
Commercial OK
Reviewed October 2026

Qwen 2.5 Math 7B

Qwen 2.5 fine-tuned for math problem-solving with chain-of-thought and tool-integrated reasoning.

License: Apache 2.0·Released Sep 19, 2024·Context: 4,096 tokens

Overview

Qwen 2.5 fine-tuned for math problem-solving with chain-of-thought and tool-integrated reasoning.

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.

Family siblings (qwen-2.5-math)
Qwen 2.5 Math 7B7B
You are here
Qwen 2.5 Math 72B72B
Datacenter
Distilled / fine-tuned from this

Strengths

  • Chain-of-thought tuned
  • Tool-integrated reasoning

Weaknesses

  • Specialized — not a general chat model

Quantization variants

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

QuantizationFile sizeVRAM required
Q4_K_M4.4 GB6 GB

Get the model

HuggingFace

Original weights

huggingface.co/Qwen/Qwen2.5-Math-7B-Instruct

Source repository — direct quantization required.

Hardware that runs this

Cards with enough VRAM for at least one quantization of Qwen 2.5 Math 7B.

Compare alternatives

Models worth comparing

Same parameter band, plus what's one tier above and below — so you can decide what actually fits your hardware.

Frequently asked

What's the minimum VRAM to run Qwen 2.5 Math 7B?

6GB of VRAM is enough to run Qwen 2.5 Math 7B at the Q4_K_M quantization (file size 4.4 GB). Higher-quality quantizations need more.

Can I use Qwen 2.5 Math 7B commercially?

Yes — Qwen 2.5 Math 7B ships under the Apache 2.0, which permits commercial use. Always read the license text before deployment.

What's the context length of Qwen 2.5 Math 7B?

Qwen 2.5 Math 7B supports a context window of 4,096 tokens (about 4K).

Source: huggingface.co/Qwen/Qwen2.5-Math-7B-Instruct

Reviewed by RunLocalAI Editorial. See our editorial policy for how we research and verify model claims.

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Before you buy

Verify Qwen 2.5 Math 7B runs on your specific hardware before committing money.