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New KV cache compaction technique cuts LLM memory 50x without accuracy loss
Enterprise AI applications that handle large documents or long-horizon tasks face a severe memory bottleneck. As the context grows longer, so does the KV cache, the area where the model’s working memory is stored.A new technique developed by researchers at MIT addresses this challenge with a fast compression method for the KV cache. The technique, called Attention Matching, manages to compact th [...]
LG's 'Aerominum' Gram Pro laptops feel impossibly light and strong
For years, LG has pushed its ultra-light Gram laptops as a way to stand out from the PC crowd, for better or worse. I was't a big fan of the flex-prone case in the 2017 Gram, and we had similar concerns with the first 17-inch Gram in 2019. But in fairness, it's been a while since we've reviewed one, and we found a lot to like in our preview of last year's AI-equipped model. Now [...]
'I could see where they're coming from, I don't love AI slop myself' — Nvidia CEO tries to defend DLSS 5 again, shortly after telling gamers 'they're completely wrong'
Nvidia's DLSS 5 is still suffering a major backlash from gamers, but CEO Jensen Huang has doubled down on his previous clarification. [...]
