Model ◆ Hidden gem

MiniCPM-V-2_6

openbmb/MiniCPM-V-2_6 · Apache-2.0

A 3B model that sees, hears and reads — with excellent OCR.

MiniCPM-V-2.6 is a small multimodal model strong at document and scene understanding, multilingual OCR and conversational image+video use, runnable on a laptop GPU.

9.5 / 100 · Score
♥ 1.1k Likes
31.9k Downloads
8.1B Params
4 GB GPU

Score

Trend 18
Activity 8
Quality 70
Community 31
Relevance 100

Setup at a glance

Modalityimage+video+audio
Librarytransformers
GPU4 GB
Install
pip install transformers

Deep dive

MiniCPM-V 2.6 is OpenBMB's 8B-class multimodal model that handles images, video and voice in one checkpoint, with OCR and reasoning as its standout strengths — competitive on document and chart understanding well above its size.

It supports multi-image input (compare several images in one conversation), video understanding, and runs as an image-text-to-text model in transformers with custom code from the repo.

It is gated on Hugging Face (accept the license first), and the model card documents the full capability matrix from OCR to feature extraction.

Use cases

Multilingual document / invoice OCR
Chat over images and short video
On-device visual assistant

Good for / Not ideal for

Good for

Document-understanding apps
Edge multimodal assistants
Bilingual OCR pipelines

Not ideal for

Frontier VLM accuracy
Very long video understanding

Trend · 30d

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