Eclipsess/Awesome-Efficient-Reasoning-LLMs

[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

/ 100

Emerging

752 stars.

No License No Package No Dependents

Maintenance 10 / 25

Adoption 10 / 25

Maturity 8 / 25

Community 13 / 25

Stars

752

Forks

Language

—

License

—

Category

Last pushed

Feb 28, 2026

Commits (30d)

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/transformers/Eclipsess/Awesome-Efficient-Reasoning-LLMs"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

cvs-health/uqlm

UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM...

PRIME-RL/TTRL

[NeurIPS 2025] TTRL: Test-Time Reinforcement Learning

sapientinc/HRM

Hierarchical Reasoning Model Official Release

reasoning-survey/Awesome-Reasoning-Foundation-Models

✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models

spcl/x1

Official Implementation of "Reasoning Language Models: A Blueprint"