AI & ML interests

An initiative from Quanta Intellect

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unmodeled-tyler 
posted an update 1 day ago
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LINK: https://github.com/unmodeled-tyler/vessel-browser

Hey Hugging Face!

It's been quiet from me over here for the last few weeks, but I've been busy building! I just submitted my project to the Hermes Agent Hackathon, and wanted to share it with all of you.

This is Vessel Browser - an AI-native web browser that runs locally on Linux, and is operated by your personal AI agent via MCP server. Vessel is built from the ground up around the agent as first-class and visible UI for human-in-the-loop with 3 different levels of permissions.

Your agent finds, reads, and organizes the web for you, based on what you actually care about - not what a platform's algorithm thinks you care about.

Once your agent finds what it's looking for, it can organize bookmarked pages into custom folders with summaries for later browsing, take screenshots with highlighted text, and integrate with Obsidian for long-term browsing related-memory.

Check it out!
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unmodeled-tyler 
posted an update 14 days ago
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Link to Repo: https://github.com/unmodeled-tyler/thought-tracer

I had a great time at Mistral's Hackathon in SF over the weekend! There were a lot of incredibly talented builders there and it was an honor to be a part of it! 😄

I built Thought Tracer - a TUI-based logitlens application for Ministral 3B/8B with optional AI analysis from Mistral Large on the Mistral API.

Thought Tracer allows you to see what the model "believes" at each layer until it arrives at it's final next token prediction. The Entropy tab displays entropy through each layer, additionally providing both token-level and prompt-level risk for hallucination.

If you have a Mistral API key, the AI analysis section is actually pretty cool because it's returned in rendered markdown and easily understandable language - providing a commentary on how the model likely arrived at it's final prediction, and also offering diagnostics for model developers. This commentary actually makes the tool pretty beginner friendly to anyone interested in exploring AI research tools for the first time.

Check it out if you're interested!
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unmodeled-tyler 
updated 14 models 15 days ago
unmodeled-tyler 
posted an update 25 days ago
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New Article: https://huggingface.co/blog/unmodeled-tyler/how-we-learned-to-talk-to-machines

I was inspired by a single word in a Mac terminal prompt recently; "we."

The result is a bit of a journey through computational culture and history where we explore collaborative software design from the earliest computing systems to modern day AI systems.

I discuss how Large Language Models and collaborative AI interaction as we experience it today are a natural evolution in a long lineage of tools that came before; each compounding on last.

From CLI tools in the 60s-70s, to Clippy, to ChatGPT. I trace the history of "machines with a voice." Check it out!