OrigamiDream

OrigamiDream

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Medicine Specialist sLLMs

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Reacted to yongchanghao's post with 🔥 22 days ago
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We just released a paper (NeuZip) that compresses VRAM in a lossless manner to run larger models. This should be particularly useful when VRAM is insufficient during training/inference. Specifically, we look inside each floating number and find that the exponents are highly compressible (as shown in the figure below).

Read more about the work at NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks (2410.20650)
Reacted to Jaward's post with 🔥 about 2 months ago