large-language-models

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"

A Graph RAG System for Evidenced-based Medical Information Retrieval [ACL 2025]

Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".

A curated list of awesome LLM frameworks, libraries and software.

A simple, unified multimodal models training engine. Lean, flexible, and built for hacking at scale.

[NeurIPS 2025] 4KAgent: Agentic Any Image to 4K Super-Resolution. An intelligent computer vision agent that can magically restore any image to perfect-4K!

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.

Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Model-agnostic framework with CLI/API for creative writing, synthetic data generation, and dialogue simulation.

A comprehensive book on neural networks and large language models in NLP

Building DeepSeek R1 from Scratch

✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

parrot.nvim 🦜 - the plugin that brings stochastic parrots to Neovim.

[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Local voice chatbot for engaging conversations, powered by Ollama, Hugging Face Transformers, and Coqui TTS Toolkit

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.

Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.

Large Context Attention

Terminal UI to chat with large language models (LLM) using different model backends, and integrations with your favourite editors!

LLaVA-Plus: Large Language and Vision Assistants that Plug and Learn to Use Skills

Large Language Model-enhanced Recommender System Papers

ToolOrchestra is an end-to-end RL training framework for orchestrating tools and agentic workflows.

Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.

A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

End-to-end Generative Optimization for AI Agents

[EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLMs, VLMs, and video generative models.