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Large Language Model Tutorials·2025

How I use LLMs

Andrej Karpathy·Eureka Labs

Walks through real LLM workflows across chat, search, deep research, file analysis, coding, voice, images, and generated podcasts. It is most useful as a field guide to the messy AI app layer.

#LLM#video#ChatGPT#tutorial
GitHub
AI Video·2025
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ViMax: Agentic Video Generation

HKUDS·Data Intelligence Lab @ HKU

Turns a raw idea, novel, or screenplay into a complete multi-shot video through a multi-agent pipeline that scripts, storyboards, and renders shots while a vision model checks character and scene consistency across the whole story.

#ai-video#video#ai-agent#agent-skills#python+6
GitHub
AI Video·2025
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V-JEPA 2 (facebookresearch/vjepa2)

Meta FAIR (facebookresearch)

Provides PyTorch code, pretrained checkpoints, and evaluation tooling for V-JEPA 2 — a Meta FAIR family of self-supervised video encoders and an action-conditioned world model. Includes training recipes, HuggingFace checkpoints, evaluation probes, and robot post‑training artifacts.

#video#pytorch#vision#foundation-model#meta-ai+5
GitHub
AI Video·2025
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Matrix-Game

Skywork AI

Real-time, streaming world model for interactive long-horizon video and scene generation — provides persistent memory across interactions, streaming inference for live scenarios, and example demos for building interactive environments.

#video#foundation-model#ai-video#AIGC#github
GitHub
AI Video·2025
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Y2A-Auto

Automatically transfers YouTube videos to AcFun and bilibili with an end-to-end pipeline: downloading, ASR, subtitle translation and QC, AI-generated metadata, content moderation, and automated uploads; includes a web dashboard and monitoring.

#video#ai-tools#docker#ASR#translation+5
GitHub
AI Video·2025
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TryKimu Video Editor

TryKimu

AI-assisted multi-track video editor that turns natural-language prompts into edits, timing, and layouts; offers real‑time preview, cloud‑synced projects, and a smart media library for fast asset search and iteration.

#ai-video#video#AIGC#ai-tools#docker+4
GitHub
AI Video·2025
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OpenCut

OpenCut-app

Timeline-based video editor for web, desktop and mobile that integrates AI-assisted workflows (MCP server and generative-model integrations) with a Rust core and plugin-first, cross-platform architecture; supports headless batch rendering and no-watermark exports.

#video#ai-video#typescript#rust#plugin+5
GitHub
AI Video·2025
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VideoAgent

Hengji Zhou, Lingxuan Huang +5·South China University of Technology, The University of Hong Kong +2

An agentic framework that analyzes, plans, and executes multi-step video understanding and editing workflows using multimodal LLM-driven agents—features intent decomposition, graph-based workflow orchestration, and automated shot planning for long-form video tasks.

#video#ai-video#multimodal#ai-agent#LLM+7
GitHub
AI Agent·2025
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Vision Agents

GetStream·Stream

Framework for building multi-modal AI agents that watch, listen, and reason over live video, pairing vision models (YOLO, Roboflow, Moondream) with LLMs like Gemini and OpenAI. Agents join calls in ~500ms and keep audio/video latency under 30ms.

#vision#video#ai-agent#agent-skills#gitHub+7
GitHub
AI Infra·2025
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LongLive 2.0: An NVFP4 Parallel Infrastructure for Long Video Generation

NVIDIA Research (NVLabs)

Provides an NVFP4‑optimized training and inference infrastructure for long-form video diffusion models — supports multi-shot AR training, KV-cache and NVFP4 quantized inference, sequence-parallelism and async decoding for higher FPS and longer outputs.

#nvidia#video#ai-video#huggingface#pytorch+2
AI Video Papers·2025
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Video models are zero-shot learners and reasoners

Thaddäus Wiedemer, Yuxuan Li +7·Google DeepMind

Argues a single web-scale generative video model handles vision tasks zero-shot the way LLMs handle language. Probes Veo 3 on segmentation, edge detection, image editing, physical and affordance reasoning, and puzzles like maze solving and symmetry.

#video#vision#LLM#paper#ai-video+3
GitHub
AI Video·2025
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Pixelle-Video

AIDC-AI

Automatically generates complete short-form videos from a single topic: drafts script with an LLM, produces AI images/video, synthesizes multilingual TTS (including voice cloning), adds background music, and composes the final video. Supports local ComfyUI/RunningHub or direct model APIs and customizable templates.

#ai-video#video#ai-image#tts#ai-tools+4
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