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0C16.5428 0 16.9091 0.366313 16.9091 0.818183V47.1818C16.9091 47.6337 16.5428 48 16.0909 48C15.6391 48 15.2727 47.6337 15.2727 47.1818V0.818183C15.2727 0.366313 15.6391 0 16.0909 0Z" fill="currentColor"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M0.23964 31.3305C0.559161 31.011 1.07721 31.011 1.39673 31.3305L16.0909 46.0247L30.7851 31.3305C31.1047 31.011 31.6227 31.011 31.9422 31.3305C32.2617 31.65 32.2617 32.1681 31.9422 32.4876L16.6695 47.7604C16.35 48.0799 15.8319 48.0799 15.5124 47.7604L0.23964 32.4876C-0.0798801 32.1681 -0.0798801 31.65 0.23964 31.3305Z" fill="currentColor"></path></svg></div><div class="flex flex-col items-start gap-5 md:gap-16"><h3 class="text-lg font-medium md:text-xl">The AI model compressor to make AI systems faster, cheaper and energy efficient.</h3><p class="text-base text-gray-6 md:text-lg">Have your AI model compressed and benefit from efficient and portable models. Greatly reducing the requirements for memory and diskspace, making AI projects much more affordable to implement.</p></div></div></div><div id="costCalculator" class="relative grid scroll-mt-20 grid-cols-1024 justify-center gap-16 px-5 pt-16 md:px-12 md:pt-36 lg:px-16 lg:pt-44"><div class="text-center text-lg font-bold md:mx-0 md:max-w-none md:text-2xl" style="opacity:0;transform:translateY(80px) translateZ(0)">Calculate your Expected Savings from CompactifAI</div><div class="text-center text-gray-6 md:text-lg" style="opacity:0;transform:translateY(80px) translateZ(0)"><p class="">Check how to Compress your Model and Cut Costs</p></div><div class="grid grid-cols-1 gap-4 md:gap-8 lg:grid-cols-[320px,1fr]" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="grid grid-cols-2 gap-4 lg:flex lg:flex-col lg:justify-between"><div class="col-span-full flex flex-col gap-4"><label for="modelSelect">Choose Model</label><button type="button" role="combobox" aria-controls="radix-:R9djjtt3t3a:" aria-expanded="false" aria-autocomplete="none" dir="ltr" data-state="closed" class="relative flex w-full cursor-text items-center justify-between rounded-md border border-[#25282D] bg-white/0 px-4 py-2 text-base font-normal focus:bg-white/[0.02] focus:outline-none focus:ring-2 focus:ring-gray-8 disabled:cursor-not-allowed disabled:opacity-50 [&>span]:line-clamp-1" id="modelSelect"><span style="pointer-events:none"></span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 opacity-50" aria-hidden="true"><path d="m6 9 6 6 6-6"></path></svg></button><select aria-hidden="true" tabindex="-1" name="modelSelect" style="position:absolute;border:0;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;word-wrap:normal"></select><label for="deploymentTypeSelect">Choose Deployment Mode</label><button type="button" role="combobox" aria-controls="radix-:R1ddjjtt3t3a:" aria-expanded="false" aria-autocomplete="none" dir="ltr" data-state="closed" class="relative flex w-full cursor-text items-center justify-between rounded-md border border-[#25282D] bg-white/0 px-4 py-2 text-base font-normal focus:bg-white/[0.02] focus:outline-none focus:ring-2 focus:ring-gray-8 disabled:cursor-not-allowed disabled:opacity-50 [&>span]:line-clamp-1" id="deploymentTypeSelect"><span style="pointer-events:none"></span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 opacity-50" aria-hidden="true"><path d="m6 9 6 6 6-6"></path></svg></button><select aria-hidden="true" tabindex="-1" name="deploymentTypeSelect" style="position:absolute;border:0;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;word-wrap:normal"></select></div><div class="col-span-full flex flex-col gap-4 rounded-xl border border-dashed border-gray-8 p-4"><div class="flex items-end justify-between gap-2"><h3 class="text-base font-medium text-gray-6">Cost Savings</h3><p class="md:text-lg">$105,000.00</p></div><div class="flex items-end justify-between gap-2"><h3 class="text-base font-medium text-gray-6">Cost Savings Percentage</h3><p class="md:text-lg">88%</p></div><div class="flex items-end justify-between gap-2"><h3 class="text-base font-medium text-gray-6">Energy Savings</h3><p class="md:text-lg">2800 Watt</p></div></div></div><div class="relative flex flex-col gap-0 rounded-xl border border-dashed border-gray-8"><div class="relative aspect-video w-full"><svg width="100" height="100" viewBox="0 0 100 100" class=""><g><g><line x1="0" x2="100" class="stroke-gray-8" stroke-dasharray="2, 2"></line><text font-size="11" class="fill-gray-8" text-anchor="start" stroke-width="0.2" font-weight="500" dominant-baseline="top" y="-4" x="16">$0</text></g><g><line x1="0" x2="100" class="stroke-gray-8" stroke-dasharray="2, 2"></line><text font-size="11" class="fill-gray-8" text-anchor="start" stroke-width="0.2" font-weight="500" dominant-baseline="top" y="-4" x="16">$50K</text></g><g><line x1="0" x2="100" class="stroke-gray-8" stroke-dasharray="2, 2"></line><text font-size="11" class="fill-gray-8" text-anchor="start" stroke-width="0.2" font-weight="500" dominant-baseline="top" y="-4" x="16">$100K</text></g></g><g transform="translate(32, -96)"><g><text font-size="14" class="fill-gray-5" text-anchor="middle" stroke-width="0.1" font-weight="500" dominant-baseline="middle" x="136" y="93.33333333333333">$120K</text><path d="M72,113.33333333333333h128a4,4 0 0 1 4,4v-21.333333333333336a4,4 0 0 1 -4,4h-128a4,4 0 0 1 -4,-4v21.333333333333336a4,4 0 0 1 4,-4z" class="fill-gray-9 stroke-gray-8"></path><text font-size="16" class="fill-gray-5 text-center" text-anchor="middle" stroke-width="0.1" font-weight="500" dominant-baseline="middle" y="124" x="136">Original Model</text><text font-size="16" class="fill-gray-6 text-center" text-anchor="middle" stroke-width="0.1" font-weight="500" dominant-baseline="middle" y="152" x="136">GPUs: 8xA100</text><text font-size="16" class="fill-gray-6 text-center" text-anchor="middle" stroke-width="0.1" font-weight="500" dominant-baseline="middle" y="176" x="136">Energy Usage: 3200 Watt</text></g><g><text font-size="14" class="fill-gray-5" text-anchor="middle" stroke-width="0.1" font-weight="500" dominant-baseline="middle" x="154" y="81.66666666666667">$15K</text><path d="M90,101.66666666666667h128a4,4 0 0 1 4,4v-9.666666666666666a4,4 0 0 1 -4,4h-128a4,4 0 0 1 -4,-4v9.666666666666666a4,4 0 0 1 4,-4z" class="fill-brand-rose-1/10 stroke-brand-rose-1"></path><text font-size="16" class="fill-gray-5 text-center" text-anchor="middle" stroke-width="0.1" font-weight="500" dominant-baseline="middle" y="124" x="154">Compressed Model by CompactifAI</text><text font-size="16" class="fill-gray-6 text-center" text-anchor="middle" stroke-width="0.1" font-weight="500" dominant-baseline="middle" y="152" x="154">GPUs: 1xA100</text><text font-size="16" class="fill-gray-6 text-center" text-anchor="middle" stroke-width="0.1" font-weight="500" dominant-baseline="middle" y="176" x="154">Energy Usage: 400 Watt</text></g></g><defs><clipPath id="defaultMargin"><rect x="32" y="20" width="68" height="80"></rect></clipPath></defs></svg></div><span class="w-full pb-5 pt-4 text-center text-base font-medium md:text-lg">93% <span class="text-gray-6 md:text-base">Parameters Compression</span></span><button type="button" aria-haspopup="dialog" aria-expanded="false" aria-controls="radix-:R3ljjtt3t3a:" data-state="closed" class="absolute right-4 top-4 inline-flex h-12 shrink-0 items-center justify-center rounded-full bg-gray-10/80 px-6 text-sm font-medium bg-blend-multiply transition-transform before:rounded-full before:bg-blend-multiply after:rounded-full hover:scale-95 hover:bg-gray-10/60 disabled:pointer-events-none disabled:opacity-50">Download Data</button></div></div></div><div class="grid grid-cols-1024 justify-center gap-16 px-5 pt-16 md:px-12 md:pt-36 lg:px-16 lg:pt-44"><div class="text-center text-lg font-bold md:mx-0 md:max-w-none md:text-2xl" style="opacity:0;transform:translateY(80px) translateZ(0)">Benefits of Using CompactifAI</div><div class="grid grid-cols-1 gap-4 sm:grid-cols-2 md:gap-6"><div class="flex flex-col items-start gap-8 rounded-[20px] bg-gray-11 p-8 md:flex-row md:rounded-4xl" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="relative h-14 w-14 shrink-0 rounded-lg"><img alt="Cost Savings icon" loading="lazy" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="56px" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=16&q=75 16w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=32&q=75 32w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=48&q=75 48w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=64&q=75 64w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=96&q=75 96w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=128&q=75 128w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F0cf1333207fe5f2456f8c275d04b5527dde2f412-512x512.png&w=3840&q=75"/></div><div class="space-y-4 md:space-y-8"><h3 class="text-lg font-medium">Cost Savings</h3><p class="text-gray-6">Lower your energy bills and reduce hardware expenses.</p></div></div><div class="flex flex-col items-start gap-8 rounded-[20px] bg-gray-11 p-8 md:flex-row md:rounded-4xl" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="relative h-14 w-14 shrink-0 rounded-lg"><img alt="Privacy icon" loading="lazy" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="56px" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=16&q=75 16w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=32&q=75 32w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=48&q=75 48w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=64&q=75 64w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=96&q=75 96w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=128&q=75 128w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F96ac3eeec46f759f93207ac68070e16d9fe49473-512x512.png&w=3840&q=75"/></div><div class="space-y-4 md:space-y-8"><h3 class="text-lg font-medium">Privacy</h3><p class="text-gray-6">Keep your data safe with localized AI models that don't rely on cloud-based systems.</p></div></div><div class="flex flex-col items-start gap-8 rounded-[20px] bg-gray-11 p-8 md:flex-row md:rounded-4xl" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="relative h-14 w-14 shrink-0 rounded-lg"><img alt="Speed icon" loading="lazy" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="56px" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=16&q=75 16w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=32&q=75 32w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=48&q=75 48w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=64&q=75 64w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=96&q=75 96w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=128&q=75 128w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff955984291da485bd7afee95a1b2b5bbc6aac969-512x512.png&w=3840&q=75"/></div><div class="space-y-4 md:space-y-8"><h3 class="text-lg font-medium">Speed</h3><p class="text-gray-6">Overcome hardware limitations and accelerate your AI-driven projects.</p></div></div><div class="flex flex-col items-start gap-8 rounded-[20px] bg-gray-11 p-8 md:flex-row md:rounded-4xl" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="relative h-14 w-14 shrink-0 rounded-lg"><img alt="Sustainability icon" loading="lazy" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="56px" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=16&q=75 16w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=32&q=75 32w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=48&q=75 48w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=64&q=75 64w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=96&q=75 96w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=128&q=75 128w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2Ff9cce1b1e3bc94d8546202bfb0b9dff0725baace-512x512.png&w=3840&q=75"/></div><div class="space-y-4 md:space-y-8"><h3 class="text-lg font-medium">Sustainability</h3><p class="text-gray-6">Contribute to a greener planet by cutting down on energy consumption.</p></div></div></div></div><div class="grid grid-cols-1024 justify-center gap-16 px-5 pt-16 md:px-12 md:pt-36 lg:px-16 lg:pt-44"><div class="text-center text-lg font-bold md:mx-0 md:max-w-none md:text-2xl" style="opacity:0;transform:translateY(80px) translateZ(0)">Why CompactifAI?</div><div class="flex flex-col gap-6 text-center text-gray-6 md:text-lg" style="opacity:0;transform:translateY(80px) translateZ(0)"><p class="">Current AI models face significant inefficiencies, with parameter counts growing exponentially but accuracy only improving linearly.</p><p>This imbalance leads to:</p></div><div class="grid grid-cols-1 gap-5 md:grid-cols-3 md:gap-8"><div class="flex flex-col items-center gap-10 rounded-[20px] bg-gray-11 p-4 pb-10 text-center md:grid-cols-[auto_1fr] md:rounded-4xl" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="relative aspect-video h-auto w-full overflow-hidden rounded-md md:rounded-2xl"><img alt="Skyrocketing Computing Power Demands" loading="lazy" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=640&q=75 640w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=750&q=75 750w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=828&q=75 828w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=1080&q=75 1080w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=1200&q=75 1200w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=1920&q=75 1920w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=2048&q=75 2048w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=3840&q=75 3840w" src="/_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fcomputing-power.jpg&w=3840&q=75"/></div><div class="space-y-5 px-4"><h3 class="text-lg font-medium">Skyrocketing Computing Power Demands</h3><p class="text-gray-6">The computational resources required are growing at an unsustainable rate.</p></div></div><div class="flex flex-col items-center gap-10 rounded-[20px] bg-gray-11 p-4 pb-10 text-center md:grid-cols-[auto_1fr] md:rounded-4xl" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="relative aspect-video h-auto w-full overflow-hidden rounded-md md:rounded-2xl"><img alt="Soaring Energy Costs" loading="lazy" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=640&q=75 640w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=750&q=75 750w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=828&q=75 828w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=1080&q=75 1080w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=1200&q=75 1200w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=1920&q=75 1920w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=2048&q=75 2048w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=3840&q=75 3840w" src="/_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Fenergy-costs.jpg&w=3840&q=75"/></div><div class="space-y-5 px-4"><h3 class="text-lg font-medium">Soaring Energy Costs</h3><p class="text-gray-6">Increased energy consumption not only impacts the bottom line but also raises environmental concerns.</p></div></div><div class="flex flex-col items-center gap-10 rounded-[20px] bg-gray-11 p-4 pb-10 text-center md:grid-cols-[auto_1fr] md:rounded-4xl" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="relative aspect-video h-auto w-full overflow-hidden rounded-md md:rounded-2xl"><img alt="Limited Chip Supply" loading="lazy" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=640&q=75 640w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=750&q=75 750w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=828&q=75 828w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=1080&q=75 1080w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=1200&q=75 1200w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=1920&q=75 1920w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=2048&q=75 2048w, /_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=3840&q=75 3840w" src="/_next/image?url=%2Fsrc%2Fimage%2Fcompactifai%2Flimited-chip-supply.jpg&w=3840&q=75"/></div><div class="space-y-5 px-4"><h3 class="text-lg font-medium">Limited Chip Supply</h3><p class="text-gray-6">The scarcity of advanced chips limits innovation and business growth.</p></div></div></div></div><div class="grid grid-cols-1024 justify-center gap-16 px-5 pt-16 md:px-12 md:pt-36 lg:px-16 lg:pt-44"><div class="flex flex-col items-center gap-16 text-center"><svg width="284" height="40" viewBox="0 0 284 40" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_2493_7643)"><path fill-rule="evenodd" 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211.429 31.7329C212.075 31.9663 212.722 32.1214 213.369 32.1992C214.016 32.2766 214.818 32.3155 215.776 32.3155C216.656 32.3155 217.703 32.251 218.919 32.1214V28.5892C217.936 28.7191 217.263 28.7836 216.901 28.7836C215.995 28.7836 215.323 28.6868 214.883 28.4929C214.443 28.2988 214.146 27.9749 213.99 27.5218C213.835 27.0701 213.758 26.3904 213.758 25.4848V16.6357H218.919V13.1421H213.758V7.70863Z" fill="#F8FAFC"></path><path d="M228.001 13.1424H222.334V31.9277H228.001V13.1424Z" fill="#F8FAFC"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M258.196 6.73782L248.881 31.9273H254.859L257.071 25.2908H266.269L268.521 31.9273H274.653L265.571 6.73782H258.196ZM258.429 21.2539L261.612 11.7838H261.767L264.95 21.2539H258.429Z" fill="#F8FAFC"></path><path d="M277.447 6.73809H283.502V31.9273H277.447V6.73809Z" fill="#F8FAFC"></path></g><defs><clipPath id="clip0_2493_7643"><rect width="283.002" height="40" fill="white" transform="translate(0.5)"></rect></clipPath></defs></svg><div class="flex flex-col gap-5"><div class="text-center text-lg font-bold md:mx-0 md:max-w-none md:text-2xl" style="opacity:0;transform:translateY(80px) translateZ(0)">The Solution</div><div class="flex flex-col gap-6 text-center text-gray-6 md:text-lg" style="opacity:0;transform:translateY(80px) translateZ(0)"><p class="">Revolutionizing AI Efficiency and Portability: CompactifAI leverages advanced tensor<br class="hidden md:block"/> networks to compress foundational AI models, including large language models (LLMs).</p><p>This innovative approach offers several key benefits:</p></div></div></div><div class="flex flex-col gap-5 md:gap-8"><div class="grid grid-cols-1 items-start gap-5 rounded-[20px] bg-gray-11 p-5 md:grid-cols-[auto_1fr_1fr] md:gap-8 md:rounded-4xl md:p-8 lg:p-12 lg:pb-14" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="flex h-7 w-fit items-center justify-center"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check mt-1.5 shrink-0 text-brand-green-1"><path d="M20 6 9 17l-5-5"></path></svg></div><h3 class="text-lg font-medium">Enhanced efficiency</h3><p class="text-gray-6">Drastically reduces the computational power required for AI operations.</p></div><div class="grid grid-cols-1 items-start gap-5 rounded-[20px] bg-gray-11 p-5 md:grid-cols-[auto_1fr_1fr] md:gap-8 md:rounded-4xl md:p-8 lg:p-12 lg:pb-14" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="flex h-7 w-fit items-center justify-center"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check mt-1.5 shrink-0 text-brand-green-1"><path d="M20 6 9 17l-5-5"></path></svg></div><h3 class="text-lg font-medium">Specialized AI models</h3><p class="text-gray-6">Enables the development and deployment of smaller, specialized AI models locally, ensuring efficient and task-specific solutions.</p></div><div class="grid grid-cols-1 items-start gap-5 rounded-[20px] bg-gray-11 p-5 md:grid-cols-[auto_1fr_1fr] md:gap-8 md:rounded-4xl md:p-8 lg:p-12 lg:pb-14" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="flex h-7 w-fit items-center justify-center"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check mt-1.5 shrink-0 text-brand-green-1"><path d="M20 6 9 17l-5-5"></path></svg></div><h3 class="text-lg font-medium">Privacy and Governance Requirements</h3><p class="text-gray-6">Supports the development of private and secure environments, crucial to ensure ethical, legal, and safe use of AI technologies.</p></div><div class="grid grid-cols-1 items-start gap-5 rounded-[20px] bg-gray-11 p-5 md:grid-cols-[auto_1fr_1fr] md:gap-8 md:rounded-4xl md:p-8 lg:p-12 lg:pb-14" style="opacity:0;transform:translateY(80px) translateZ(0)"><div class="flex h-7 w-fit items-center justify-center"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check mt-1.5 shrink-0 text-brand-green-1"><path d="M20 6 9 17l-5-5"></path></svg></div><h3 class="text-lg font-medium">Portability</h3><p class="text-gray-6">Compress the model and put it on any device.</p></div></div></div><div class="grid grid-cols-1024 justify-center gap-16 px-5 pt-16 md:px-12 md:pt-36 lg:px-16 lg:pt-44"><div class="text-center text-lg font-bold md:mx-0 md:max-w-none md:text-2xl" style="opacity:0;transform:translateY(80px) translateZ(0)">Key Features</div><div class="grid grid-cols-2 gap-4 md:grid-cols-4 md:gap-6"><div class="flex flex-col items-center gap-5 rounded-[20px] bg-gray-11 p-5 md:gap-8 md:rounded-4xl md:p-8 lg:gap-10 lg:px-8 lg:py-12" style="opacity:0;transform:translateY(80px) translateZ(0)"><svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-scaling text-brand-yellow-1"><path d="M12 3H5a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7"></path><path d="M14 15H9v-5"></path><path d="M16 3h5v5"></path><path d="M21 3 9 15"></path></svg><div class="flex h-14 w-full items-center justify-center text-center text-gray-5"><h3 class="text-lg font-medium">Size Reduction</h3></div></div><div class="flex flex-col items-center gap-5 rounded-[20px] bg-gray-11 p-5 md:gap-8 md:rounded-4xl md:p-8 lg:gap-10 lg:px-8 lg:py-12" style="opacity:0;transform:translateY(80px) translateZ(0)"><svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-sliders-vertical text-brand-green-1"><line x1="4" x2="4" y1="21" y2="14"></line><line x1="4" x2="4" y1="10" y2="3"></line><line x1="12" x2="12" y1="21" y2="12"></line><line x1="12" x2="12" y1="8" y2="3"></line><line x1="20" x2="20" y1="21" y2="16"></line><line x1="20" x2="20" y1="12" y2="3"></line><line x1="2" x2="6" y1="14" y2="14"></line><line x1="10" x2="14" y1="8" y2="8"></line><line x1="18" x2="22" y1="16" y2="16"></line></svg><div class="flex h-14 w-full items-center justify-center text-center text-gray-5"><h3 class="text-lg font-medium">Parameter Reduction</h3></div></div><div class="flex flex-col items-center gap-5 rounded-[20px] bg-gray-11 p-5 md:gap-8 md:rounded-4xl md:p-8 lg:gap-10 lg:px-8 lg:py-12" style="opacity:0;transform:translateY(80px) translateZ(0)"><svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-zap text-brand-rose-1"><path d="M4 14a1 1 0 0 1-.78-1.63l9.9-10.2a.5.5 0 0 1 .86.46l-1.92 6.02A1 1 0 0 0 13 10h7a1 1 0 0 1 .78 1.63l-9.9 10.2a.5.5 0 0 1-.86-.46l1.92-6.02A1 1 0 0 0 11 14z"></path></svg><div class="flex h-14 w-full items-center justify-center text-center text-gray-5"><h3 class="text-lg font-medium">Faster Inference</h3></div></div><div class="flex flex-col items-center gap-5 rounded-[20px] bg-gray-11 p-5 md:gap-8 md:rounded-4xl md:p-8 lg:gap-10 lg:px-8 lg:py-12" style="opacity:0;transform:translateY(80px) translateZ(0)"><svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-timer text-brand-purple-1"><line x1="10" x2="14" y1="2" y2="2"></line><line x1="12" x2="15" y1="14" y2="11"></line><circle cx="12" cy="14" r="8"></circle></svg><div class="flex h-14 w-full items-center justify-center text-center text-gray-5"><h3 class="text-lg font-medium">Faster Retraining</h3></div></div></div></div><div class="grid grid-cols-1024 justify-center gap-16 px-5 pt-16 md:px-12 md:pt-36 lg:px-16 lg:pt-44"><h2 class="text-center text-lg font-bold md:text-xl">Recent benchmarks with Llama 2-7B</h2><div class="space-y-5"><div class="flex items-center justify-between rounded-2xl bg-gray-9 px-6 py-5"><span class="font-medium text-gray-6">Metric</span><span class="text-right font-medium text-gray-6">Value</span></div><div class="flex items-center justify-between gap-5 rounded-2xl bg-gray-11 px-6 py-5"><span class="font-medium text-gray-1 md:text-lg">Model Size Reduction</span><span class="text-right font-medium text-brand-sea-1 md:text-xl">+93%</span></div><div class="flex items-center justify-between gap-5 rounded-2xl bg-gray-11 px-6 py-5"><span class="font-medium text-gray-1 md:text-lg">Parameter Reduction</span><span class="text-right font-medium text-brand-sea-1 md:text-xl">+70%</span></div><div class="flex items-center justify-between gap-5 rounded-2xl bg-gray-11 px-6 py-5"><span class="font-medium text-gray-1 md:text-lg">Accuracy Loss</span><span class="text-right font-medium text-brand-sea-1 md:text-xl">Less than 2%-3%</span></div><div class="flex items-center justify-between gap-5 rounded-2xl bg-gray-11 px-6 py-5"><span class="font-medium text-gray-1 md:text-lg">Inference Time Speed Up</span><div class="flex flex-col items-center justify-center gap-1 text-right font-medium text-brand-sea-1 md:text-xl lg:flex-row lg:gap-2"><span>88% -> 24%-26%</span><span class="hidden lg:block">|</span><span>93% -> 24%-26%</span></div></div><div class="flex items-center justify-center rounded-2xl bg-gray-9 px-6 py-5"><span class="text-center text-gray-6">By tensorization + quantization</span></div></div></div><div class="grid grid-cols-1024 justify-center gap-16 px-5 pt-16 md:px-12 md:pt-36 lg:px-16 lg:pt-44"><div class="text-center text-lg font-bold md:mx-0 md:max-w-none md:text-2xl" style="opacity:0;transform:translateY(80px) translateZ(0)">Learn more</div><div class="grid grid-cols-1 gap-5 md:grid-cols-2 md:gap-8"><div class="flex flex-col items-center gap-5 md:gap-8"><div class="relative aspect-video w-full overflow-hidden rounded-2xl bg-gray-11"><iframe class="absolute inset-0 h-full w-full" src="https://player.vimeo.com/video/1052933830" allow="autoplay; fullscreen; picture-in-picture; clipboard-write"></iframe></div><h3 class="font-medium text-gray-1 md:text-xl">Watch the video</h3></div><a href="https://arxiv.org/pdf/2401.14109" target="_blank" rel="noopener noreferrer" class="flex flex-col items-center gap-5 md:gap-8"><div class="relative aspect-video w-full overflow-hidden rounded-2xl bg-gray-11"><img alt="Abstract Brain Representation" loading="lazy" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(min-width: 1024px) 33vw, (min-width: 768px) 50vw, 100vw" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fls8k7ser%2Fproduction%2F755bd6507e80f1684d7f5f9e379e81f8f468040c-992x558.jpg&w=3840&q=75"/></div><h3 class="font-medium text-gray-1 md:text-xl">Read the paper</h3></a></div></div><div class="grid grid-cols-1024 justify-center gap-16 px-5 pt-16 md:px-12 md:pt-36 lg:px-16 lg:pt-44"><div class="text-center text-lg font-bold md:mx-0 md:max-w-none md:text-2xl" style="opacity:0;transform:translateY(80px) translateZ(0)">FAQ</div><div class="flex flex-col gap-5 md:gap-8" data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R13ajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:R3ajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">Where can the compressed models run?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R13ajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:R3ajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R15ajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:R5ajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">What LLM models does CompactifAI support?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R15ajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:R5ajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R17ajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:R7ajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">How is CompactifAI sold?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R17ajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:R7ajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R19ajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:R9ajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">How does CompactifAI affect R.A.G.? (Retrieval Augmented Generation)<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R19ajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:R9ajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1bajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rbajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">What are the hardware requirements for the model?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R1bajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:Rbajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1dajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rdajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">Who retrains the model once it is compressed?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R1dajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:Rdajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1fajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rfajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">How can I access CompactifAI? Is it an API, a platform?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R1fajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:Rfajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1hajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rhajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">Is CompactifAI open source? Do you share CompactfifAI on Github?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R1hajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:Rhajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1jajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rjajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">Can CompactifAI be applied to other large AI architectures: other NLU, ViT (real time video), CNN (image), etc?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-4 w-4 shrink-0 transition duration-200"><path d="m6 9 6 6 6-6"></path></svg></button></h3><div data-state="closed" id="radix-:R1jajtt3t3a:" hidden="" role="region" aria-labelledby="radix-:Rjajtt3t3a:" data-orientation="vertical" class="overflow-hidden text-xs transition-all data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="relative flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:R1lajtt3t3a:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rlajtt3t3a:" class="flex flex-1 items-center justify-between transition-all [&[data-state=open]>svg]:rotate-180 [&[data-state=open]>svg]:text-gray-6 gap-3 p-5 text-left font-medium md:p-8 md:text-lg" data-radix-collection-item="">Can CompactifAI run for multi-modal models?<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" 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These are not necessarily the requirements needed to make this work on real application. In particular, at inference time the requirements will vary depending on the required latency (response time) and throughput (tokens per second) for the system. The latter is related to the number of simultaneous users you can serve. Consider these requirements as a lower bound; improving latency and throughput would require more powerful GPUs, such as NVIDIA H100 GPUs with 40GB or 80GB of VRAM . 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Do you share CompactfifAI on Github?\",\"className\":\"flex flex-col rounded-3xl bg-gray-11 px-0 text-gray-5 md:rounded-4xl\",\"children\":[[\"$\",\"$L2d\",null,{\"className\":\"gap-3 p-5 text-left font-medium md:p-8 md:text-lg\",\"children\":\"Is CompactifAI open source? Do you share CompactfifAI on Github?\"}],[\"$\",\"$L2e\",null,{\"children\":[\"$\",\"div\",null,{\"className\":\"p-5 pt-0 text-base font-normal text-gray-6 md:p-8 md:pt-0\",\"children\":[\"$\",\"p\",null,{\"children\":\"No. It is not open source. 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