metadata
title: Optillm
emoji: 💬
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 5.6.0
app_file: app.py
pinned: false
license: apache-2.0
References
- Entropy Based Sampling and Parallel CoT Decoding - Implementation
- Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation - Evaluation script
- Writing in the Margins: Better Inference Pattern for Long Context Retrieval - Inspired the implementation of the memory plugin
- Chain-of-Thought Reasoning Without Prompting - Implementation
- Re-Reading Improves Reasoning in Large Language Models - Implementation
- In-Context Principle Learning from Mistakes - Implementation
- Planning In Natural Language Improves LLM Search For Code Generation - Implementation
- Self-Consistency Improves Chain of Thought Reasoning in Language Models - Implementation
- Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers - Implementation
- Mixture-of-Agents Enhances Large Language Model Capabilities - Inspired the implementation of moa
- Prover-Verifier Games improve legibility of LLM outputs - Implementation
- Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning - Inspired the implementation of mcts
- Unsupervised Evaluation of Code LLMs with Round-Trip Correctness - Inspired the implementation of rto
- Patched MOA: optimizing inference for diverse software development tasks - Implementation
- Patched RTC: evaluating LLMs for diverse software development tasks - Implementation