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Reasoning without External Rewards

From self-certainty to Reinforcement Learning from Internal Feedback

Jul 20, 2025 • m0nads

LLMs: a 5 mins trip

What Large Language Models actually do in mathematical terms

Jul 15, 2025 • m0nads

The Kullback-Leibler divergence

A fundamental comparison tool

Jul 3, 2025 • m0nads

February 2025

Group Relative Policy Optimization

An efficient and effective reinforcement learning algorithm

Feb 25, 2025 • m0nads

January 2025

Minimal RAG model

Using Cohere and SerpAPI

Jan 26, 2025 • m0nads

Byte Latent Transformer

The Efficiency of Dynamic Byte Patching

Jan 14, 2025 • m0nads

August 2024

Exploring Florence-2

Multimodal AI with Unified Vision-Language Capabilities

Aug 12, 2024 • m0nads

June 2024

Covariance and Correlation

Statistical quantities for variables relationships

Jun 17, 2024 • m0nads

May 2024

Tiny but mighty

May 29, 2024 • m0nads

Local RAG using LLaMA3

A quick Retrieval-Augmented Generation model

May 24, 2024 • m0nads

"A tiny open-source computer-vision model that runs everywhere and kicks ass" (cit.)

May 24, 2024 • m0nads

April 2024

LLM training can be much cheaper than people generally thought

Apr 22, 2024 • m0nads

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