microsoft/EvoLib

Official Repository of LatentSeek

The code implementation for TTCS: Test-Time Curriculum Synthesis for Self-Evolving.

Code for 'When Does Continual Learning Require Learning"

Self-Adapting Language Models

A framework for continual learning and recursive self-improvement through harness adapter evolution.

A Self-adaptation Framework🐙 that adapts LLMs for unseen tasks in real-time!

Evolutionary algorithm that uses Large Language Models (LLMs) to automatically improve programs through iterative mutation and selection

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)