atfortes / Awesome-LLM-Reasoning
Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 π
β1,920Updated this week
Related projects β
Alternatives and complementary repositories for Awesome-LLM-Reasoning
- [ACL 2023] Reasoning with Language Model Prompting: A Surveyβ897Updated last week
- A library for advanced large language model reasoningβ1,442Updated last week
- A repo lists papers related to LLM based agentβ1,085Updated 3 months ago
- Must-read Papers on LLM Agents.β1,864Updated last week
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...β1,586Updated this week
- Aligning Large Language Models with Human: A Surveyβ700Updated last year
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.β1,943Updated this week
- List of language agents based on paper "Cognitive Architectures for Language Agents"β776Updated 2 months ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".β1,439Updated 5 months ago
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.β714Updated 6 months ago
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Modelsβ963Updated last month
- β2,595Updated last week
- π° Must-read papers and blogs on LLM based Long Context Modeling π₯β1,006Updated this week
- Must-read Papers on Knowledge Editing for Large Language Models.β926Updated this week
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)β1,080Updated 10 months ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought promptingβ2,579Updated 3 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,β¦β1,836Updated 5 months ago
- β1,271Updated this week
- Reference implementation for DPO (Direct Preference Optimization)β2,188Updated 3 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.β543Updated last year
- Paper List for In-context Learning π·β818Updated last month
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"β1,079Updated 8 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Sirenβs Song in the AI Ocean: A Survey on Hallucination in Large β¦β941Updated 2 months ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".β1,956Updated last year
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.β1,529Updated last week
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)β1,559Updated 8 months ago
- O1 Replication Journey: A Strategic Progress Report β Part Iβ1,318Updated 3 weeks ago
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"β2,178Updated last month
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).β756Updated last year
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).β744Updated this week