Articles by tag: ai-compression

TurboQuant: lossless KV-cache compression for AI

Learn how Google's TurboQuant compresses transformer memory down to 3 bits with PolarQuant and QJL. Benchmarks on Gemma, Mistral. Optimization for AI developers.

LLM Hallucinations: Data Compression Artifacts

Breaking down LLM hallucinations through lossy compression: why they occur, how to minimize with RAG and fine-tuning. For developers: Shannon's theory and examples. Learn how to work with artifacts.

Lila-Leech: 24D lattice in 10 lines of code

Deploy 4B models on smartphones with 44.9x compression. Frozen Leech Core for Edge AI without servers. Explore code and SR/CN metrics. For middle/senior dev.