#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
🌎 Wild African grey parrots are known to mimic not only human speech but also the calls of up to 30 other bird species in their habitat. This ability helps them integrate into mixed-species flocks and avoid predators by confusing potential threats. Parrots’ vocal learning is so advanced that some individuals can remember and use sounds for decades. ✨
#parrots⚡#intelligence⚡#communication
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🌎 African grey parrots rank among the best animal communicators. Scientific studies show they can understand hundreds of words, use them in context, and even grasp abstract concepts like “same” and “different.” One famous parrot, Alex, correctly identified shapes and colors and understood the concept of zero. ✨
#parrots⚡#cognition⚡#communication
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🌎 African grey parrots can solve multi-step logic puzzles and use words in meaningful context. In experiments, these parrots matched human toddlers in understanding basic concepts. The largest recorded vocabulary for one individual exceeded 1,000 words. ✨
#parrots⚡#animalbehavior⚡#cognition
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🌎 Parrots like the African grey can learn hundreds of words and use them to solve problems or request specific items. Studies show Alex, a famous African grey, identified colors, shapes, and quantities—demonstrating complex reasoning once thought exclusive to humans. ✨
#parrots⚡#cognition⚡#language
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