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Highlights

Personal stories I keep coming back to.

Latest posts

Notes from the workshop floor.
AI & Agents11 min read

Qwen-Image-2.1 Viggle Turbo: 4-Step Distilled DiT in Diffusers and ComfyUI

Accelerate Qwen-Image-2.1 generation by 10x with Viggle Turbo. Master 4-step DMD2 distillation, LoRA adapters, GGUF quants, and ComfyUI workflows.

#qwen#generative-ai#machine-learning
AI & Agents11 min read

Qwen-Image-2.1 ncnn Vulkan: Run 7B DiT on 2GB VRAM Without CUDA

Run Qwen-Image-2.1 locally on Intel, AMD, and Mac GPUs with 2GB VRAM. Master nihui's portable C++ ncnn Vulkan engine without Python, PyTorch, or CUDA lock-in.

#qwen#generative-ai#vulkan
AI & Agents11 min read

OpenCreator Explained: Open-Source AI Video Subtitling & Dubbing

Deep dive into OpenCreator (formerly KrillinAI), an open-source Go & Electron engine that transcribes, translates, dubs, and reframes videos into vertical shorts.

#ai-agents#video-automation#tts
AI & Agents12 min read

Jev Ultrafast Explained: Sub-20ms Decision Engine for Browser AI Agents

Mổ xẻ jev-ultrafast: sub-20ms browser agent speed, atomic DOM extraction, and the brutal truth behind TypeSafe vendor lock-in and cherry-picked benchmarks.

#ai-agents#browser-automation#web-scraping
AI & Agents11 min read

OpenHuman Explained: The 40k-Star Local AI Superintelligence & Obsidian Memory Engine

Explore OpenHuman, the 40k-star open-source local AI superintelligence featuring Karpathy Obsidian memory trees, TokenJuice, and multi-agent graphs.

#ai#ai-agents#open-source
AI & Agents19 min read

Qwen-Image-2.1 Uncensored: Run Unrestricted ComfyUI with GGUF & Heretic

Master running Qwen-Image-2.1 Uncensored in ComfyUI using GGUF DiT and Heretic Text Encoder. Bypass refusal filters and optimize VRAM on RTX and Apple Silicon.

#comfyui#generative-ai#machine-learning
AI & Agents12 min read

TypeSafe AI Explained: Inside the $40M Machine-Native System 1 Engine

Explore TypeSafe AI, the $40M System 1 intelligence engine. Learn how Jev primitives, RLCD calibration, and speculative fan-out power tools like jev-ultrafast.

#ai-architecture#system-design#machine-learning
AI & Agents8 min read

Voice-Pro Explained: Local AI Dubbing & Voice Cloning Studio

Discover Voice-Pro, the open-source local AI dubbing studio combining Whisper, Demucs, F5-TTS, and CosyVoice with uv for zero-subscription voice cloning.

#ai#neural-audio#open-source
AI & Agents8 min read

VoiceStudio Explained: The 33k-Star Local AI Voice & Dubbing Engine

Explore VoiceStudio, the 33k-star open-source ElevenLabs alternative with 646 languages, OmniVoice cloning, voice design, and native MCP agent support.

#ai#neural-audio#open-source

From the HoangYell galaxy

Sister projects I quietly maintain.