{"type":"post","id":"gpt-qmodel-v7-10-0-adds-ricursive-ripple-6e7fa1","slug":"gpt-qmodel-v7-10-0-adds-ricursive-ripple-6e7fa1","title":"GPT-QModel v7.10.0 adds Ricursive Ripple quantization support and reshard()","description":"GPTQModel 7.10.0 adds quantization support for Ricursive’s Ripple 65B preview and introduces a utility for reorganizing model checkpoints into per-layer shards.","retrieval_nugget":"GPTQModel 7.10.0 adds quantization support for Ricursive’s Ripple 65B preview and introduces a utility for reorganizing model checkpoints into per-layer shards. It matters to teams testing local, multi-GPU inference because it moves model-specific integration and checkpoint layout work into the quantization toolchain.","published_at":"2026-11-06","updated_at":"2026-11-06","record_date":"2026-11-06","date_kind":"published_at","topics":["inference","open-models"],"entities":["ModelCloud","GPTQModel","Ricursive Ripple","Transformers"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"GPTQModel v7.10.0 adds support for Ricursive Ripple quantization and checkpoint resharding; the prior covered Ripple-65B Preview’s model release.","prior_refs":["https://newruntime.com/posts/ricursive-intelligence-releases-ripple-65b-preview-an-open-e28715/"],"source_url":"https://github.com/ModelCloud/GPTQModel/releases/tag/v7.10.0","source_urls":["https://github.com/ModelCloud/GPTQModel/releases/tag/v7.10.0"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:gpt-qmodel-v7-10-0-adds-ricursive-ripple-6e7fa1","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/gpt-qmodel-v7-10-0-adds-ricursive-ripple-6e7fa1/","markdown":"https://newruntime.com/posts/gpt-qmodel-v7-10-0-adds-ricursive-ripple-6e7fa1.md","json":"https://newruntime.com/posts/gpt-qmodel-v7-10-0-adds-ricursive-ripple-6e7fa1.json"},"markdown_url":"https://newruntime.com/posts/gpt-qmodel-v7-10-0-adds-ricursive-ripple-6e7fa1.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/open-models/","url":"https://newruntime.com/topics/open-models/","title":"Open Models","reason":"Explore the open-models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/open-models.md","json_url":"https://newruntime.com/topics/open-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"}]}