Popular GitHub Repositories for Large Scale Holistic Video Understanding

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

real time face swap and one-click video deepfake with only a single image

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Drag & drop UI to build your customized LLM flow

Making large AI models cheaper, faster and more accessible

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

:robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference

AI's query engine - Platform for building AI that can learn and answer questions over large scale federated data.

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Cross-platform, customizable ML solutions for live and streaming media.

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Real-time face swap for PC streaming or video calls

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and Video Understanding on Your Phone

A one stop repository for generative AI research updates, interview resources, notebooks and much more!