markendo/downscaling_intelligence
Downscaling Intelligence: Exploring Perception and Reasoning Bottlenecks in Small Multimodal Models
This project helps researchers and developers explore how well small AI models can understand and reason about images. It takes an image and a question as input, processes the visual information, and then uses a language model to generate a precise answer. This is useful for anyone evaluating or building efficient multimodal AI systems that need to interpret both visual and text data.
Use this if you are a researcher or AI engineer focused on understanding or improving the performance of small, efficient multimodal AI models for tasks involving both images and text.
Not ideal if you need a plug-and-play solution for general image analysis or text generation without deep investigation into model architecture and performance.
Stars
25
Forks
—
Language
Python
License
MIT
Category
Last pushed
Mar 21, 2026
Commits (30d)
0
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