What is TurboQuant? A Complete Beginner's Guide
techrefreshing.com/what-is-turb...
#TurboQuant #AI #ArtificialIntelligence #GoogleAI #LLM
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#Turboquant
Latest posts tagged with #Turboquant on Bluesky
Posts tagged #Turboquant
I compressed #Gemma 4 26B into a 12 GB native checkpoint.
Normally this class of model needs a much larger GPU footprint, which makes self-hosting expensive and limits where it can run. This 3-bit path makes it practical on much cheaper hardware.
varjosoft.com/gemma4-compr...
#LLM #TurboQuant
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Google just dropped a bombshell! 🤯 TurboQuant could seriously change how AI uses memory – and it's impacting chip stocks. Learn about this wild compression breakthrough. New video! 💻 #TurboQuant #AI #Tech
https://www.youtube.com/watch?v=3OEbnt1Ag-Q
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Intel, is doing it to gain #VRAM market share, hardware platform investment in their #LocalAI hardware now. Just as they did with #CPU chips.
#Nvidia can't pivot to cannibalize datacenter sales, and has actively risen prices to avoid that as optimizations like #TurboQuant by #Google are made.
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Ce que #TurboQuant de #Google peut et ne peut pas faire face à la flambée des coûts de l' #IA
👉Réduire considérablement la consommation de mémoire de l'IA
👉Rendre l'IA plus accessible en réduisant les coûts d'inférence
www.zdnet.fr/actualites/c...
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Google Research เปิดตัว TurboQuant อัลกอริทึมบีบอัดเวกเตอร์ ลดขนาดข้อมูล
#ShoperGamer #Google #GoogleResearch #Algorithm #TurboQuant #VectorDB #Feed
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Again, to prove the only #AmericanAI company that stands a chance against #ChineseAI, #Google is constantly releasing #LLM advancements like #TurboQuant & realizes the market shift to #LocalAI accelerating quickly with #OpenSource smaller models.
#Gemma4 is all that.
youtu.be/Kaq5Ual2ij8?...
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#AI2026 Google's TurboQuant cuts LLM memory use.
#TurboQuant IBM, AMD power efficient AI hardware.
#SmallAI World Bank backs lightweight AI for health and education.
#AI2026 #TurboQuant #SmallAI
View in Timelines
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¡La compresión de IA ha dado un salto gigante! Google Research presenta #TurboQuant, reduciendo la caché de los LLMs a 3 bits y acelerando el rendimiento hasta 8x sin perder precisión. Descubre esta revolución aquí: youtu.be/i4Q2KUJYSbQ #IA #MachineLearning #LLM #AI #Deepmind
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That's why I tagged it #edgeLLM / #edgeAI.
I expect to see #RISC-V #vectorISA get more sophisticated with #TurboQuant or at least #keyvaluecache, #takum & #1bit, maybe much more sophisticated lookups for new #quintic geode & #adelic approaches relying on #tribonnaci etc.
M could just add that.
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youtube.com/watch?v=0fWF...
#1bit #LLM #noGPU #noNPU #justCPU
The prospect of functional #edgeLLM in a #RISC-V instruction extension (or M chip) already may have popped #AIbubble. The #TurboQuant #KVC optimization was less disruptive than this approach to small AIs useful for #privacy or #latency.
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RE: https://mastodon.social/@arstechnica/116335949908385054
No TurboQuant?
Would have been the perfect showcase …
Hhm..
#AI #TurboQuant
#Google
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Google quietly dropped one of the biggest AI efficiency upgrades of the year.
TurboQuant compresses KV cache memory from 16 bits down to 3 bits.
Same accuracy.
Up to 8x faster inference.
Works on existing models instantly.
Even Cloudflare’s CEO called it Google’s DeepSeek moment.
#TurboQuant
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Η Google παρουσιάζει το TurboQuant, έναν αλγόριθμο που συμπιέζει τα AI μοντέλα κατά 6 φορές. Μάθετε πώς το PolarQuant και το QJL μειώνουν το latency και την ανάγκη για RAM. #TurboQuant #RAMShortage #RAMageddon
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A 60 GB model in 17 GB. I wrote up what I learned compressing both sides of #LLM memory with #TurboQuant: same math, completely different failure modes. Best part was watching independent researchers converge on the same fixes.
substack.com/home/post/p-...
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#TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
Amir Zandieh, Majid Daliri, Majid Hadian, Vahab Mirrokni
#Google #AI #Quantization #LLM
arxiv.org/abs/2504.19874
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Like myself, #TwoMinutePapers waited to talk about #Google 's #TurboQuant. Anyone having worked w/ compression algorithms like Reed-Solomon or others used for data compression knows there are trade-offs. Especially on vectorized matrices vs serialized data formatting. #AI
youtu.be/7YVrb3-ABYE?...
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Compressed Qwen3-30B from 60 GB to 17 GB. No calibration, 4 seconds at load time. Quality holds, speed doesn't (yet).
Same #TurboQuant math as my KV cache work, now extended to weights. Honest writeup: varjosoft.com/weight-compression
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Nvidia shifted its Vera Rubin architecture from a complex 4-die package to a 2-die setup, prompting an initial 4.5% to 10% market drop for memory makers.
#Micron #HBM #DRAM #Semiconductors #TurboQuant
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RAM Fiyatlarında Şok Düşüş: Google Duyurdu, DDR5 Fiyatları Çakıldı!
#Google 'ın bellek kullanımını azaltan #TurboQuant algoritması sonrası Çin'de DDR5 #RAM fiyatları hızla düşmeye başladı. Yapay zeka kaynaklı stok krizinin ardından gelen bu düşüş,
oyunda.org/43c3f60
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Whoa AIs Nelly !
#AIRevolution releases a month ender one and a half hour show!
Everything from the latest AI level ups: China’s 'Human AI' #Robots, #Google3.1 Update #TurboQuant, #OpenClaw Robot & More yet #AINews.
youtu.be/uV2qLhnc85k?...
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The KOSPI plunged more than 1000 points in a month, approaching the 5000 level as foreign investors dumped over 34 trillion won and nearly 1000 trillion won in market value evaporated.
#KOSPI #MiddleEast #Samsung #SK #Google #TurboQuant #AI #itchosun #chosun #SouthKorea #Korea #NewsUpdate
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LLM inference costs got you down? Google's TurboQuant slashes KV cache memory from 300KB to 69KB per token, boosting performance up to 8x with zero accuracy loss!
thepixelspulse.com/posts/llm-kv-cache-probl...
#llm #kvcache #turboquant
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#TurboQuant : Comment #Google réduit fortement la taille des modèles #IA sans aucune perte de précision grâce à un algorithme de compression
👉Une méthode qui combine deux algorithmes en un
www.usine-digitale.fr/big-tech/goo...
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Google #TurboQuant: The Algorithm That Could Crash Nvidia's Memory Business with a compression algorithm that shrinks AI memory usage by 6x with zero accuracy loss. | Natural 20 buff.ly/vY4HOlI
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It's never a good thing when the satirical cautionary tale literally merges with stock market press releases.
techcrunch.com/2026/03/25/g...
#TurboQuant
#AIbubble
Remember when #Zelensky TV comedy became a political party? How did that work out?
#TotalCollapseOfTheWest
#LifeImitatesArt
#yrugae
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TurboQuant Visual Explainer
whyaiman.substack.com/p/turboquant...
#TurboQuant #KVCache #LLMs #AITraining #VisualExplainer #LocalAI
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Glavni okidač za ovu promenu je nova tehnologija #TurboQuant koju je predstavio Google 🚀
benchmark.rs/vesti/biznis...
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In the global artificial intelligence (AI) ecosystem, there are no eternal allies.
#SK #SKHynix #Google #TurboQuant #AI #HBM #Samsung #SamsungElectronics #TPU #software #hardware #technology #it #itchosun #chosun #SouthKorea #Korea #NewsUpdate
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Available via MCP server, API, extensions, apps, Slack bot, and website.
nurie.ai/apps
Images by #MediaSage - media.nurie.ai
#VaultSage #TurboQuant #AI #Efficiency #NURIEAI #NURIE
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