https://cognaptus.com/tags/inference-infrastructure/ Recent content in Inference-Infrastructure on Cognaptus Hugo -- 0.145.0 en-us Wed, 09 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-09-spend-the-next-byte-where-it-repairs-the-model/ Wed, 09 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-09-spend-the-next-byte-where-it-repairs-the-model/ AWSRC reframes low-bit LLM quality recovery as a post-quantization allocation problem: preserve the existing checkpoint and spend a measured sidecar budget on the residual corrections with the highest estimated value.