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X-WR-CALDESC:Events for Huntsville AI
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DTSTART:20260308T080000
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DTSTART;TZID=America/Chicago:20260415T180000
DTEND;TZID=America/Chicago:20260415T193000
DTSTAMP:20260412T172515
CREATED:20260330T165640Z
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SUMMARY:Virtual Paper Review - Gemma 4 & TurboQuant: Fitting New Models on Your Hardware
DESCRIPTION:Join us virtually this Wednesday at 6 pm to continue our monthly Paper Review series! Google released the Gemma 4 model family and TurboQuant KV cache compression about a week apart. We’ll look at what’s actually new in the architecture\, how TurboQuant holds up against its claims\, and walk through fitting these models across different hardware. \nPart I – Foundations \n\nKV cache: what it is and why it’s the bottleneck for long contexts\nPer-Layer Embeddings: why half the parameters “don’t count”\nSliding window + global attention and the 5:1 hybrid layer approach\nQuantization tradeoffs from fp16 down to sub-4-bit\n\nPart II – Deep Dive \n\nGemma 4 architecture: what matters for local deployment\nTurboQuant: the algorithm\, the claims\, and what implementations show\nLive experiments across RTX PRO 6000 Blackwell\, RTX 5090\, A6000 Ampere\, Mac M3 Pro\nFine-tuning with Unsloth/TRL on local hardware\n\nLinks: \nGemma 4 Model Card: https://ai.google.dev/gemma/docs/core/model_card_4 \nGemma 4 HF Blog: https://huggingface.co/blog/gemma4 \nTurboQuant Paper: https://arxiv.org/abs/2504.19874 \nDetails: \n\nDate – 04/15/2026\nTime – 6:00 – 7:30 pm\nGoogle Meet – https://meet.google.com/acw-zrnm-akn
URL:https://www.hsv.ai/event/virtual-paper-review-260415/
ATTACH;FMTTYPE=image/png:https://www.hsv.ai/wp-content/uploads/2026/03/KV_Cache_Robot_202604101035.png
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DTSTART;TZID=America/Chicago:20260422T180000
DTEND;TZID=America/Chicago:20260422T193000
DTSTAMP:20260412T172515
CREATED:20260330T165444Z
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SUMMARY:Postponed - NVIDIA GTC and Hackathon Approach
DESCRIPTION:
URL:https://www.hsv.ai/event/nvidia-gtc-and-hackathon-approach/
LOCATION:HudsonAlpha\, 601 Genome Way Northwest\, Huntsville\, AL\, 35806
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