minicpm
8B parameters
Commercial OK
Multimodal
Reviewed May 2026

MiniCPM-V 2.6 8B

Multimodal MiniCPM at 8B. Vision + text; strong on document Q&A for the size class.

License: MIT·Released Aug 30, 2024·Context: 32,768 tokens

Overview

Multimodal MiniCPM at 8B. Vision + text; strong on document Q&A for the size class.

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 (minicpm-v)
MiniCPM-V 2.6 8B8B
You are here
MiniCPM-V 3 8B8B
Consumer
Distilled / fine-tuned from this

Strengths

  • MIT license
  • Multimodal at 8B

Weaknesses

  • Vision quality below 32B-class VLMs

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_M5.0 GB7 GB

Get the model

HuggingFace

Original weights

huggingface.co/openbmb/MiniCPM-V-2_6

Source repository — direct quantization required.

Hardware that runs this

Cards with enough VRAM for at least one quantization of MiniCPM-V 2.6 8B.

Compare alternatives

Models worth comparing

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Frequently asked

What's the minimum VRAM to run MiniCPM-V 2.6 8B?

7GB of VRAM is enough to run MiniCPM-V 2.6 8B at the Q4_K_M quantization (file size 5.0 GB). Higher-quality quantizations need more.

Can I use MiniCPM-V 2.6 8B commercially?

Yes — MiniCPM-V 2.6 8B ships under the MIT, which permits commercial use. Always read the license text before deployment.

What's the context length of MiniCPM-V 2.6 8B?

MiniCPM-V 2.6 8B supports a context window of 32,768 tokens (about 33K).

Does MiniCPM-V 2.6 8B support images?

Yes — MiniCPM-V 2.6 8B is multimodal and accepts text + vision inputs. Vision support requires a runner that handles its image-conditioning architecture.

Source: huggingface.co/openbmb/MiniCPM-V-2_6

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

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Before you buy

Verify MiniCPM-V 2.6 8B runs on your specific hardware before committing money.