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optillm

Observation pool · not formally ranked

This project does not currently meet the main index requirement of two current dimensions across two source types.

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MomentumCurrent · 2026-10-26
6
AttentionCurrent · 2026-10-26
20
Signal confidence Based on how many independent score dimensions currently have data.
Medium2/3 · 1 source types

Methodology v2.0 · snapshot 2026-10-27 · stale after 2 days

About

🚀 2-10x accuracy improvements on reasoning tasks with zero training

OptiLLM is an OpenAI API-compatible optimizing inference proxy that implements 20+ state-of-the-art techniques to dramatically improve LLM accuracy and performance on reasoning tasks - without requiring any model training or fine-tuning.

It is possible to beat the frontier models using these techniques across diverse tasks by doing additional compute at inference time. A good example of how to combine such techniques together is the CePO approach from Cerebras.

Get powerful reasoning improvements in 3 simple steps:

Before OptiLLM: "x = 1" ❌ After OptiLLM: "Let me work through this step by step: 2x + 3 = 7, so 2x = 4,…

Across sources

4.3k Stars
  • Stars 4.3k
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  • Releases 101