18th April 2023 - MiniGPT-4

?? Your curated summary of what's hot right now on GitHub

?? Top 5 yesterday (?? = new in top 5)

1. ???AutoGPT?is now 9 days at top spot - 8,525 new stars yesterday! An experimental open-source attempt to make GPT-4 fully autonomous.
2. ???Open Assistant?- A chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
3. ???Pretty Typescript Errors - Make TypeScript errors prettier and human-readable in VSCode???
4. ???MiniGPT-4 - Enhancing Vision-language Understanding with Advanced Large Language Models
5. ???AgentGPT?- Assemble, configure, and deploy autonomous AI Agents in your browser.

?? Summaries of new AI repos in the top 5

?? MiniGPT-4

MiniGPT-4 showcases impressive features like detailed image description generation and website creation from hand-written drafts, just like in the GPT4 demo from OpenAI ??

But that's not all! MiniGPT-4 also demonstrates emerging capabilities such as writing stories and poems based on images, solving problems shown in pictures, and even teaching users how to cook based on food photos. ??

The secret to MiniGPT-4's success? A two-stage approach to training, which involves pre-training on raw image-text pairs and then fine-tuning using a conversational template with a high-quality, well-aligned dataset. This results in coherent and reliable language generation, all while being highly computationally efficient. ??

Check out the video and project page below!

Stay tuned for more updates on the AI world and make sure to follow these exciting new projects! ??

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Applied Data Science Partners