{"type":"post","id":"fiore-lab-expert-atlas-glm-5-3-r3-a2c1d7","slug":"fiore-lab-expert-atlas-glm-5-3-r3-a2c1d7","title":"Fiore-lab Expert Atlas GLM-5.3 r3.3 serves full 755B GLM-5.3 on 4× DGX Spark rings without a switch","description":"Fiore-lab’s Expert Atlas GLM-5.3 r3.3 is an unofficial TensorFold 1.0.2 derivative for running the full 755B GLM-5.3 model across four or eight NVIDIA DGX Spark systems.","retrieval_nugget":"Fiore-lab’s Expert Atlas GLM-5.3 r3.3 is an unofficial TensorFold 1.0.2 derivative for running the full 755B GLM-5.3 model across four or eight NVIDIA DGX Spark systems. The release adds a switchless four-node ring, containerized startup, and inference controls aimed at long-context and concurrent agent workloads, giving cluster owners a practical deployment path to evaluate.","published_at":"2026-11-06","updated_at":"2026-11-06","record_date":"2026-11-06","date_kind":"published_at","topics":["inference","compute"],"entities":["Fiore-lab","Expert Atlas GLM-5.3","TensorFold","GLM-5.3","NVIDIA DGX Spark"],"related_patterns":["harness-architecture-outlives-model-choice"],"novelty_label":"new_fact","what_changed":"Fiore-lab’s r3.3 adds a switchless deployment of the full 755B GLM-5.3 across four DGX Spark systems; prior coverage concerned other cluster inference or benchmarks.","prior_refs":[],"source_url":"https://github.com/fiore-labo/ExpertAtlas-GLM5.3","source_urls":["https://github.com/fiore-labo/ExpertAtlas-GLM5.3"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:fiore-lab-expert-atlas-glm-5-3-r3-a2c1d7","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/fiore-lab-expert-atlas-glm-5-3-r3-a2c1d7/","markdown":"https://newruntime.com/posts/fiore-lab-expert-atlas-glm-5-3-r3-a2c1d7.md","json":"https://newruntime.com/posts/fiore-lab-expert-atlas-glm-5-3-r3-a2c1d7.json"},"markdown_url":"https://newruntime.com/posts/fiore-lab-expert-atlas-glm-5-3-r3-a2c1d7.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/compute/","url":"https://newruntime.com/topics/compute/","title":"Compute","reason":"Explore the compute topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/compute.md","json_url":"https://newruntime.com/topics/compute.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"}]}