#python#comfyui#diffusion#flux#genai#mlsys#quantization
Nunchaku is a fast and efficient engine that runs 4-bit neural networks using a special method called SVDQuant, which compresses models to use less memory and speed up processing by 2 to 5 times compared to older methods. It supports advanced AI models for tasks like high-quality text-to-image generation and image editing, working best on modern NVIDIA GPUs. You can easily install and use it with ComfyUI, and it has active community support on Slack, Discord, and WeChat. This means you can generate or edit images quickly with less computing power, saving time and resources. It also offers tutorials and example workflows to help you get started smoothly.
https://github.com/nunchaku-tech/ComfyUI-nunchaku
【TokenPocket Retweeted】
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⏵ [[1]](https://video.twimg.com/ext_tw_video/1699414869848571904/pu/vid/avc1/1200x674/RdzHWTjwneU4r8Bm.mp4?tag=12)
【Details】https://twitter.com/SimplexCC/status/1699417487580782760
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#cplusplus#high_performance#interior_point_method#linear_optimization#mixed_integer_programming#parallel#quadratic_programming#simplex
HiGHS is a free, high-performance software that solves large and complex optimization problems like linear, quadratic, and mixed-integer programming. It works fast on many computers, including Linux, MacOS, and Windows, without needing extra software. You can use it through various programming languages like Python, C, C#, and Fortran, making it easy to integrate into your projects. HiGHS supports both serial and parallel computing, and it is advancing GPU acceleration for even faster solutions. This helps you efficiently find the best solutions for planning, scheduling, and decision-making problems in science, engineering, and business. Installation is straightforward, and detailed documentation is available to guide you[1][2][3][4].
https://github.com/ERGO-Code/HiGHS
🚀Degen Privacy Stack 2026: Own Your Comms with No-KYC Crypto Tools – From eSIMs to Encrypted Chats!
here's the ultimate blueprint for true digital sovereignty – all powered by crypto, privacy keys, and zero KYC hassles. Stay ghosted in a surveillance world:
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