Tag: constrained environments
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Hacker News: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup
Source URL: https://hanlab.mit.edu/blog/svdquant Source: Hacker News Title: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses the innovative SVDQuant paradigm for post-training quantization of diffusion models, which enhances computational efficiency by quantizing both weights and activations to…
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Hacker News: Perceptually lossless (talking head) video compression at 22kbit/s
Source URL: https://mlumiste.com/technical/liveportrait-compression/ Source: Hacker News Title: Perceptually lossless (talking head) video compression at 22kbit/s Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the recent advancements in the LivePortrait model for animating still images and its implications for video compression, particularly in the realm of deepfake technology. This innovation presents significant…