#turboquant — Public Fediverse posts

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Impressive:

“TurboQuant: Redefining AI Efficiency With Extreme Compression”, Amir Zandieh, et al, Google Research (https://research.google/blog/turboquant-redefining-ai-efficiency-with-extreme-compression/).

The paper: https://arxiv.org/abs/2504.19874

On HN: https://news.ycombinator.com/item?id=47513475

#TurboQuant #Quantization #LLMs #Vectors #Compression #Paper

TurboQuant: where #buzzwords meet #browser 💥! Dive into a dizzying labyrinth of interactive charts and jargon, all promising to compress your brain into 24 bits without losing accuracy. Perfect for those who enjoy feeling inadequate while their CPU tries to decode yet another gratuitous acronym 🤯.
https://arkaung.github.io/interactive-turboquant/ #TurboQuant #InteractiveCharts #TechJargon #CPUChallenge #HackerNews #ngated

TurboQuant: where #buzzwords meet #browser 💥! Dive into a dizzying labyrinth of interactive charts and jargon, all promising to compress your brain into 24 bits without losing accuracy. Perfect for those who enjoy feeling inadequate while their CPU tries to decode yet another gratuitous acronym 🤯.
https://arkaung.github.io/interactive-turboquant/ #TurboQuant #InteractiveCharts #TechJargon #CPUChallenge #HackerNews #ngated

TurboQuant: where #buzzwords meet #browser 💥! Dive into a dizzying labyrinth of interactive charts and jargon, all promising to compress your brain into 24 bits without losing accuracy. Perfect for those who enjoy feeling inadequate while their CPU tries to decode yet another gratuitous acronym 🤯.
https://arkaung.github.io/interactive-turboquant/ #TurboQuant #InteractiveCharts #TechJargon #CPUChallenge #HackerNews #ngated

TurboQuant: where #buzzwords meet #browser 💥! Dive into a dizzying labyrinth of interactive charts and jargon, all promising to compress your brain into 24 bits without losing accuracy. Perfect for those who enjoy feeling inadequate while their CPU tries to decode yet another gratuitous acronym 🤯.
https://arkaung.github.io/interactive-turboquant/ #TurboQuant #InteractiveCharts #TechJargon #CPUChallenge #HackerNews #ngated

TurboQuant: where #buzzwords meet #browser 💥! Dive into a dizzying labyrinth of interactive charts and jargon, all promising to compress your brain into 24 bits without losing accuracy. Perfect for those who enjoy feeling inadequate while their CPU tries to decode yet another gratuitous acronym 🤯.
https://arkaung.github.io/interactive-turboquant/ #TurboQuant #InteractiveCharts #TechJargon #CPUChallenge #HackerNews #ngated

TurboQuant: A First-Principles Walkthrough

https://arkaung.github.io/interactive-turboquant/

#HackerNews #TurboQuant #FirstPrinciples #Walkthrough #MachineLearning #DataScience #TechInnovation

KV Cache Compression 900000x Beyond TurboQuant and Per-Vector Shannon Limit

https://arxiv.org/abs/2604.15356

#HackerNews #KVCache #Compression #TurboQuant #ShannonLimit #DataCompression

TurboQuant model weight compression support added to Llamacpp

https://github.com/TheTom/llama-cpp-turboquant/pull/45

#HackerNews #TurboQuant #Llamacpp #model #weight #compression #AI #optimization #machinelearning

In today's episode of "Let's Pretend We Understand Tech Jargon," we have #TurboQuant claiming to turn your vector search into a 2-4 bit compression masterpiece #🤖✨. Because compressing data is sooo easy, right? Just sprinkle some GitHub Copilot fairy dust and voilà! Magic! 🪄🙄
https://github.com/RyanCodrai/py-turboquant #TechJargon #DataCompression #GitHubCopilot #InnovationMagic #HackerNews #ngated

TurboQuant for vector search – 2-4 bit compression

https://github.com/RyanCodrai/py-turboquant

#HackerNews #TurboQuant #Vector #Search #Compression #Technology #2-4 #Bit #Compression #GitHub #Project

TurboQuant KV Compression and SSD Expert Streaming for M5 Pro and IOS

https://github.com/SharpAI/SwiftLM

#HackerNews #TurboQuant #KV #Compression #SSD #Expert #Streaming #M5Pro #iOS

Google's TurboQuant just changed the AI game. 🪈

→ 6x KV cache memory compression
→ 8x faster attention on H100 GPUs
→ Zero accuracy loss
→ No retraining needed

The AI world is calling it the real-life Pied Piper — and honestly, the comparison holds up.

Full breakdown here 👇
🔗 https://www.techx.press/ai/google-turboquant/

#TurboQuant #GoogleAI #LLM #AIInference #MachineLearning

Google's TurboQuant Compresses AI Memory by 6x — With Zero Accuracy Loss

https://techlife.blog/posts/google-turboquant

#Google #TurboQuant #LLM #AIEfficiency #KVCache #ICLR2026 #MachineLearning #Compression

- Google Research: TurboQuant KV cache and vector search compression algorithm: https://research.google/blog/turboquant-redefining-ai-efficiency-with-extreme-compression/

- Serious supply chain attack in litellm package on PyPI: https://futuresearch.ai/blog/litellm-pypi-supply-chain-attack/ https://futuresearch.ai/blog/no-prompt-injection-required/

#AI #AInews #googleresearch #google #turboquant #security #pypi #python