Technical deep dives, tutorials, and analysis on KV cache quantization
A deep dive into the mathematical intuition behind TurboQuant's data-oblivious approach and why it outperforms PQ, KIVI, and INT8.
How to enable KV cache quantization in your vLLM deployment with just a few lines of code.
A side-by-side comparison of the top KV cache quantization methods for LLM inference.
Understanding the KV cache bottleneck and why quantization is the key to efficient LLM inference.
How vector quantization of the KV cache represents the next frontier in LLM efficiency optimization.