[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"

[ICML'24] Official repository for "Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models"

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

Official implementation of "Investigating How Large Language Models Leverage Internal Knowledge to Perform Complex Reasoning"

Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)

A recipe for online RLHF.

YaRN: Efficient Context Window Extension of Large Language Models

CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making

[TMLR 2024] Official implementation for "Understanding Fairness Surrogate Functions in Algorithmic Fairness"

[ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"

[ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"

The official Meta Llama 3 GitHub site

Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misinformation"

This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"

[ICML 2024] "MOKD: Cross-domain Few-shot Classification via Maximizing Optimized Kernel Dependence"

Resources of deep learning for mathematical reasoning (DL4MATH).

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

Create LLM agents with long-term memory and custom tools 📚🦙

official code for "Large Language Models as Optimizers"

exploring whether LLMs perform case-based or rule-based reasoning

A curated list of trustworthy deep learning papers. Daily updating...

Can Language Models Solve Olympiad Programming?

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

PASTA: Post-hoc Attention Steering for LLMs