The SSD-LLaMA pipeline enables large Mixture-of-Experts models to run on consumer-grade hardware by utilizing a three-tier SSD-RAM-VRAM memory hierarchy. This method fetches specific experts from SSD storage to bypass VRAM capacity limits.
HOW THIS AFFECTS YOU
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builderYou can deploy much larger models on affordable hardware by optimizing for SSD-based expert fetching.