{"id":233577,"date":"2026-03-18T14:06:11","date_gmt":"2026-03-18T19:06:11","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/03\/nvidia-says-it-can-shrink-llm-memory-20x-without-changing-model-weights"},"modified":"2026-03-18T14:06:11","modified_gmt":"2026-03-18T19:06:11","slug":"nvidia-says-it-can-shrink-llm-memory-20x-without-changing-model-weights","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/03\/nvidia-says-it-can-shrink-llm-memory-20x-without-changing-model-weights","title":{"rendered":"Nvidia says it can shrink LLM memory 20x without changing model weights"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/nvidia-says-it-can-shrink-llm-memory-20x-without-changing-model-weights.jpg\"><\/a><\/p>\n<p>Nvidia\u2019s KV Cache Transform Coding (KVTC) compresses LLM key-value cache by 20x without model changes, cutting GPU memory costs and time-to-first-token by up to 8x for multi-turn AI applications.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Nvidia\u2019s KV Cache Transform Coding (KVTC) compresses LLM key-value cache by 20x without model changes, cutting GPU memory costs and time-to-first-token by up to 8x for multi-turn AI applications.<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-233577","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/233577","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=233577"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/233577\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=233577"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=233577"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=233577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}