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Turbovec – Google's TurboQuant for vector search in Rust
内存压缩8倍还比FAISS快，免训练免调参的Rust向量索引，值得一试
Article URL: https://github.com/RyanCodrai/turbovec Comments URL: https://news.ycombinator.com/item?id=49349898 Points: 289 # Comments: 34
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Show HN: Turboquant.cpp – Quantize embeddings to 1-4 bits, no training (400 LoC)
仅400行C++代码实现1-4bit嵌入向量量化，无需训练即可极速压缩，性能与精度兼得。
Article URL: https://github.com/RunEdgeAI/turboquant.cpp Comments URL: https://news.ycombinator.com/item?id=48544682 Points: 2 # Comments: 0
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Show HN: Best setup local LLM found for a 5090 (llama.cpp fork + turboquant)
RTX 5090本地部署大模型新方案：450K上下文+多模态，基于llama.cpp fork与turboquant，实测效果出色
Hi folks, I found this setup on consummer hardware that seems to have great results on local hardware. - qwen 3.6 q6 - 450 K context using turboquant …
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Show HN: Llama CPU Benchmarks
TurboQuant号称8倍速，实测CPU端到端慢2.2倍，Qwen准确率还降17个百分点，别被合成数据骗了。
Article URL: https://deemwar-products.github.io/llama-cpu-benchmarks/ Comments URL: https://news.ycombinator.com/item?id=48212222 Points: 1 # Comments…