lmstudio-community/MiniCPM-V-2_6-GGUF

💫 Community Model> MiniCPM-V 2.6 by OpenBMB

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Model creator: OpenBMB
Original model: MiniCPM-V-2_6
GGUF quantization: provided by bartowski based on llama.cpp release b3600

• Requires LM Studio version 0.3.0 and up, please check for updates

Model Summary:

MiniCPM-V 2.6 is the latest and most capable model in the MiniCPM-V series. The model is built on SigLip-400M and Qwen2-7B with a total of 8B parameters.
It exhibits a significant performance improvement over MiniCPM-Llama3-V 2.5, and introduces new features for multi-image and video understanding.

Prompt Template:

Choose the ChatML preset in your LM Studio. Under the hood, the model will see a prompt that's formatted like so:

<|im_start|>system
You are a helpful assistant.<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

Technical Details

MiniCPM-V 2.6 manages to beat widely used proprietary models like GPT-4o mini, GPT-4V, Gemini 1.5 Pro, and Claude 3.5 Sonnet for single image understanding.

MiniCPM-V 2.6 is capable of performing conversation and reasoning over multiple images, and is also able to accept video inputs

This model can process images with any aspect ratio and up to 1.8 million pixels (e.g., 1344x1344) and perform state of the art OCR on them.

Special thanks

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

Disclaimers

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