InternVL3 2B LOCAL Test & Install (A VERY Small Vision Model)
AI Summary
Summary of ‘InternVL3 2B LOCAL Test & Install’
Video Overview:
This video presents the testing and installation of the 2B variant of the InternVL3 multimodal vision-language model, which is capable of running on consumer-grade hardware such as an 8GB RTX 4060 mobile GPU.Timestamps:
- 00:00 - Intro
- 01:18 - Overview
- 02:42 - Local Install
- 05:30 - UI Image Test
- 06:57 - Clippy Test
- 07:36 - OCR Test
- 08:25 - Detail Test
- 09:47 - Trading Test
- 11:20 - Closing Thoughts
Key Points:
- Model Description:
- The InternVL3 is an advanced MLLM series with multimodal capabilities, including better performance in images and videos.
- Installation Process:
- Users can install using a simple Gradio-based interface. Dependencies and a script will be provided in a GitHub gist.
- Testing:
- The model is evaluated through various tests such as UI analysis, OCR, and stock trading image analysis.
- Results:
- The model performed acceptably, with some limitations noted during testing. Highlights include its ability to parse images into lists of elements accurately.
- Conclusion:
- The 2B variant is a promising option for those looking to run a capable vision model locally without extensive resources.
Resources:
- Model Repository: HF Repo
- Gradio Script: GitHub Gist
Channel: Bijan Bowen - YouTube Channel
Watch the video: InternVL3 2B LOCAL Test & Install