{"type":"post","id":"new-glm-5-3-slim-gguf-fits-a-0507b5","slug":"new-glm-5-3-slim-gguf-fits-a-0507b5","title":"New GLM-5.3-SLIM-GGUF fits a GLM-5.3-class model on one NVIDIA B200 at 179.9 GB.","description":"Scantist’s GLM-5.3-SLIM-GGUF model card describes a 179.86 GB, 192-expert-per-layer variant of GLM-5.3 that runs entirely on one NVIDIA B200.","retrieval_nugget":"Scantist’s GLM-5.3-SLIM-GGUF model card describes a 179.86 GB, 192-expert-per-layer variant of GLM-5.3 that runs entirely on one NVIDIA B200. The notable change is a documented path to fitting a large MoE model on a single accelerator, alongside explicit memory budgets and evaluation results that builders can inspect.","published_at":"2026-11-10","updated_at":"2026-11-10","record_date":"2026-11-10","date_kind":"published_at","topics":["models","inference","local-models"],"entities":["Scantist","GLM-5.3-SLIM-GGUF","GLM-5.3","Unsloth","NVIDIA B200","llama.cpp"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"A new GLM-5.3 GGUF quantization is reported to fit on one NVIDIA B200 at 179.9 GB.","prior_refs":["https://newruntime.com/posts/shipping-like-a-startup-regulated-like-a-bank-9968e4/"],"source_url":"https://huggingface.co/Scantist/GLM-5.3-SLIM-GGUF","source_urls":["https://huggingface.co/Scantist/GLM-5.3-SLIM-GGUF"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:new-glm-5-3-slim-gguf-fits-a-0507b5","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/new-glm-5-3-slim-gguf-fits-a-0507b5/","markdown":"https://newruntime.com/posts/new-glm-5-3-slim-gguf-fits-a-0507b5.md","json":"https://newruntime.com/posts/new-glm-5-3-slim-gguf-fits-a-0507b5.json"},"markdown_url":"https://newruntime.com/posts/new-glm-5-3-slim-gguf-fits-a-0507b5.md","next_reads":[{"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":"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/local-models/","url":"https://newruntime.com/topics/local-models/","title":"Local Models","reason":"Explore the local-models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/local-models.md","json_url":"https://newruntime.com/topics/local-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"}]}