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SmolDocling: An Ultra-Compact VLM for Document Understanding

SmolDocling: An Ultra-Compact VLM for Document Understanding

aimodels-fyi Mar 25, 2025
Example of how rStar-Math works

Creating artificial doubt significantly improves AI math accuracy

aimodels-fyi Jan 16, 2025
Example generation.

Step-by-step reasoning can fix madman logic in vision AI

aimodels-fyi Jan 16, 2025
All LLMs use tokenization. Are we doing it totally wrong?

All LLMs use tokenization. Are we doing it totally wrong?

Slashing model size by 85% while redefining how we build adaptable, efficient LLMs
aimodels-fyi Jan 9, 2025
Imagen 3 generation results

Can image models understand what we’re asking for?

High-quality graphics vs high-quality understanding — which one matters more?
aimodels-fyi Dec 28, 2024
Example DreamRunner video generation, from the project website.

Teaching AI to tell visually consistent stories

aimodels-fyi Dec 24, 2024
Results of the BLT architecture, from the Meta paper

Bye tokens, hello patches

Meta announces a better way to scale LLMs
aimodels-fyi Dec 14, 2024
Spongebob reading with both eyes

Making AI See Better

aimodels-fyi Nov 17, 2024
So hot right now... the meme format.

Chain-of-thought is so hot right now. You shouldn't always use it.

aimodels-fyi Nov 2, 2024
Chess game example

Get ready to lose to Transformers on Lichess

They can hit 2895 Elo … without memorizing patterns
aimodels-fyi Nov 1, 2024
Chunk compression diagram from the paper

Long Context Compression with Activation Beacon

aimodels-fyi Oct 22, 2024
Differential Transformers

Differential Transformers

aimodels-fyi Oct 15, 2024
Hallucination reduction strategies.

LLMs will lie forever

Hallucinations are never going away. How can we reduce them?
aimodels-fyi Sep 25, 2024
Creed making an acronym but not about AI

AI can (kinda) generate novel ideas

LLMs have some brainstorming limitations.
aimodels-fyi Sep 13, 2024

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