{"type":"post","id":"select-the-trellis-codebook-by-tensor-name-kindlingai-a52e88","slug":"select-the-trellis-codebook-by-tensor-name-kindlingai-a52e88","title":"Select the trellis codebook by tensor name (kindlingai/exlr8 PR #2)","description":"A merged change to Kindling AI’s EXLR8 format lets each trellis tensor identify which codebook its values use, adding mul1 alongside the existing mcg.","retrieval_nugget":"A merged change to Kindling AI’s EXLR8 format lets each trellis tensor identify which codebook its values use, adding mul1 alongside the existing mcg. The author reports lower K4 reconstruction error and a small decode-speed improvement on GB10, while preserving the old tensor name for existing mcg files.","published_at":"2026-11-07","updated_at":"2026-11-07","record_date":"2026-11-07","date_kind":"published_at","topics":["inference","models"],"entities":["Kindling AI","EXLR8","GLM-5.3-Flash"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"EXLR8 merged a change that selects trellis codebooks by tensor name, adding a new codebook-selection capability.","prior_refs":[],"source_url":"https://github.com/kindlingai/exlr8/pull/2","source_urls":["https://github.com/kindlingai/exlr8/pull/2"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:select-the-trellis-codebook-by-tensor-name-kindlingai-a52e88","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/select-the-trellis-codebook-by-tensor-name-kindlingai-a52e88/","markdown":"https://newruntime.com/posts/select-the-trellis-codebook-by-tensor-name-kindlingai-a52e88.md","json":"https://newruntime.com/posts/select-the-trellis-codebook-by-tensor-name-kindlingai-a52e88.json"},"markdown_url":"https://newruntime.com/posts/select-the-trellis-codebook-by-tensor-name-kindlingai-a52e88.md","next_reads":[{"type":"topic","path":"/topics/inference/","url":"https://newruntime.com/topics/inference/","title":"Inference","reason":"Explore the inference topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/inference.md","json_url":"https://newruntime.com/topics/inference.json"},{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}