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The IO Layer For AI · Unlocking a new scale of semantically addressable memory

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@unum_cloud
Apr 20
GPUs moved to FP8. CPUs didn't. 200K lines of SIMD kernels later, USearch bridges both — native FP8 search & KV caching on NVIDIA's new Vera CPU racks, Intel Xeons, RISC-V, IBM mainframes, Chinese LoongArch, & WebAssembly. 99% recall at half the RAM!
FP8 Search & KV-Caching in USearch | Unum Blog
From unum.cloud
Unum
@unum_cloud
May 24
Our old models were among the most parameter-efficient multimodal models for Volta & Ampere. UForm v4 is a much bigger leap: redesigned bottom-up for Grace Blackwell & Vera Rubin — from the architecture to the kernels underneath. Landing this summer 🤗 github.com/unum-cloud/ufo…
Unum
@unum_cloud
Apr 15
USearch v2.25 is out — adding Float8 support for upcoming NVIDIA Vera CPUs and 1000+ new kernels across x86, Arm, RISC-V, PowerPC, LoongArch & relaxed WASM SIMD 🥳 github.com/unum-cloud/USe…
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Unum
@unum_cloud
Jan 21
New milestone for Unum in the Rust ecosystem! USearch now outranks Meta’s FAISS on Crates.io by 4× in recent downloads — and the underlying SimSIMD vector math library by 30× 🎉
Unum
@unum_cloud
May 25, 2025
USearch adoption is snowballing — well beyond ClickHouse, DuckDB, YugaByte, TiDB & ScyllaDB open-source gurus and the vector search use-case to the contents of slide 41 of this 2023 lecture and further! So many ways to exploit just a few thousand lines of C++ templates ⚛️
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