llms-reasoning 开源项目推荐（74 个）

lupantech /AgentFlow

AgentFlow：流内智能体系统优化

taichengguo /LLM_MultiAgents_Survey_Papers

基于大语言模型的多代理：进展和挑战概览（IJCAE 2024）

karthikv792 /LLMs-Planning

An extensible benchmark for evaluating large language models on planning

Trae1ounG /DyPRAG

[NeurIPS 2026 TTCL] Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

eqimp /hogwild_llm

Hogwild! Inference：使用并发注意力缓存并行生成 LLM 的官方 PyTorch 实现

SuperBruceJia /Awesome-LLM-Self-Consistency

Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models

SuperBruceJia /Awesome-Mixture-of-Experts

Awesome Mixture of Experts (MoE): A Curated List of Mixture of Experts (MoE) and Mixture of Multimodal Experts (MoME)

epfl-dlab /cc_flows

The data and implementation for the experiments in the paper "Flows: Building Blocks of Reasoning and Collaborating AI".

subhashk01 /LLM-addition

LLMs represent numbers on a helix and manipulate that helix to do addition.

MVPandey /Enso

An open-source attempt at training a variant of LeCun's energy-based models (EBM) to reason in latent space and solve Sudoku.

logikon-ai /cot-eval

A framework for evaluating the effectiveness of chain-of-thought reasoning in language models.

Amaia-CARDIEL /DRIV_EX

[ACL Findings 2026] Official implementation of the paper "DRIV-EX: Counterfactual Explanations for Driving LLMs"

SergioV3005 /llm-belief-bias

Belief-Bias evaluation of local LLMs

amazon-science /TISER

[ACL 2025] Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models

dronefreak /local_rag_pipeline

An advanced, fully local, and GPU-accelerated RAG pipeline. Features a sophisticated LLM-based preprocessing engine, state-of-the-art Parent Document Retriever with RAG Fusion, and a modular, Hydra-configurable architecture. Built with LangChain, Ollama, and ChromaDB for 100% private, high-performance document Q&A.

ronniross /confidence-scorer

Measure of estimated confidence for non-hallucinative nature of outputs generated by Transformer-based Language Models.

Masoudjafaripour /Awesome-LLM-Planning-Spatial-Reasoning

Awesome-LLM-Planning

ronniross /active-learning-dataset

A collection of ML-related active learning datasets, including algorithms, .ipynb pipelines, .py scripts and curated and ethically aligned synthetic data.

xphot /app

Análise Avançada de Dados com Causalidade e Aprendizado por Reforço

ethicalabs-ai /ouroboros

Self-Improving LLMs Through Iterative Refinement