verl
🧠A flexible, efficient, and production-ready post-training reinforcement learning framework for LLMs
OtherDeep LearningMultimodal
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32 projects
BullshitBench
✨A benchmark measuring whether AI models challenge nonsensical prompts rather than confidently answering them, featuring 100 questions across 5 domains with a 3-tier judgment system and multi-judge panel.
Model & Inference FrameworkNatural Language ProcessingLarge Language Models
Machine Learning Systems (CS249r Book)
✨An interactive open-access textbook on Machine Learning Systems engineering from Harvard University, integrating the TinyTorch framework with hands-on edge deployment labs, covering the full spectrum from ML fundamentals to system optimization.
OtherDeep LearningMachine Learning
Hands-On Large Language Models
✨Official code repository for the O'Reilly book "Hands-On Large Language Models". Features 12 core chapters and bonus content covering Tokens, Transformers, RAG, and Fine-tuning. Includes 300+ illustrations and runnable Jupyter Notebooks optimized for Colab and local environments.
Natural Language ProcessingRAGLarge Language Models
AI Engineering Hub
✨A comprehensive AI engineering hub featuring 93+ production-ready projects with in-depth tutorials and implementations for LLMs, RAGs, AI Agents, and MCP, covering beginner to advanced skill levels.
OtherLarge Language ModelsModel Context Protocol
SwiftSage
✨A generative agent framework inspired by human dual-process theory, combining fast and slow thinking mechanisms with in-context reinforcement learning to efficiently solve complex interactive reasoning tasks.
OtherLarge Language ModelsReinforcement Learning
Awesome Long Chain-of-Thought Reasoning
✨A curated collection of resources for Long Chain-of-Thought (Long-CoT) reasoning in LLMs, featuring papers, implementations, and datasets to track the latest advancements in the field.
OtherNatural Language ProcessingAI Agents
Awesome-Papers-Autonomous-Agent
✨A curated collection of recent research papers on autonomous agents, focusing on both reinforcement learning-based and large language model-based approaches, helping researchers quickly understand the cutting edge of the field。
Docs, Tutorials & ResourcesPythonPyTorch
GPTSwarm
✨GPTSwarm is a graph-based framework for LLM-based agents that allows building LLM agents from graphs and enables customized, automatic self-organization of agent swarms with self-improvement capabilities.
Agent & ToolingPythonPyTorch
Awesome-Embodied-Robotics-and-Agent
✨A curated list of research on Embodied AI or robots with Large Language Models that tracks the latest developments in this field.
Docs, Tutorials & ResourcesPythonPyTorch
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