A benchmark for LLMs on complicated tasks in the terminal

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

Data and software for building the ACL Anthology.

R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature

Easily fine-tune, evaluate and deploy Qwen3, DeepSeek-R1, Llama 4 or any open source LLM / VLM!

Test-time compute in information retrieval

A Python framework for performing information retrieval experiments, building on http://terrier.org/

Fully open reproduction of DeepSeek-R1

Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation

Beyond the Imitation Game collaborative benchmark for enormous language models

LLM-Merging: Building LLMs Efficiently through Merging

This is a repository of RALM surveys containing a summary of state-of-the-art RAG and other technologies

Tools for understanding how transformer predictions are built layer-by-layer

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Paper collections of retrieval-based (augmented) language model.

Code behind Arxiv Papers

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models