{"type":"post","id":"independent-16-gb-gpu-test-finds-unlimited-ocr-33a058","slug":"independent-16-gb-gpu-test-finds-unlimited-ocr-33a058","title":"Independent 16 GB GPU test finds Unlimited-OCR 2 accurate but not 'unlimited': out of memory at 80 pages and SGLang window mode hung","description":"An independent test of Baidu’s Unlimited-OCR 2 found excellent OCR accuracy on a real 20-page report when run locally on a 16 GB GPU.","retrieval_nugget":"An independent test of Baidu’s Unlimited-OCR 2 found excellent OCR accuracy on a real 20-page report when run locally on a 16 GB GPU. It also found that the model’s “unlimited” long-document proposition did not hold in that environment: the Transformers path ran out of memory at 80 pages, while an SGLang configuration could hang or silently omit pages.","published_at":"2026-10-30","updated_at":"2026-10-30","record_date":"2026-10-30","date_kind":"published_at","topics":["memory"],"entities":["Baidu","Unlimited-OCR 2","DeepSeek-OCR","Datalab","Chandra 2","Marker","SGLang","Efrain Garay"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"An independent 16 GB GPU test found Unlimited-OCR 2 matched Chandra 2 on OCR accuracy, but ran out of memory at 80 pages with Transformers and failed to return all pages in SGLang.","prior_refs":["memory:1c0ba180-7154-867b-a31a-b55387e1b3d0","memory:a8cd1ff5-850d-8fb7-ac2c-4466f10185ad","memory:b1ed6aa7-63b6-8d78-ae0b-d97f25e38c5b"],"source_url":"https://efraingaray.com/en/blog/unlimited-ocr-2-16gb","source_urls":["https://efraingaray.com/en/blog/unlimited-ocr-2-16gb"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:independent-16-gb-gpu-test-finds-unlimited-ocr-33a058","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/independent-16-gb-gpu-test-finds-unlimited-ocr-33a058/","markdown":"https://newruntime.com/posts/independent-16-gb-gpu-test-finds-unlimited-ocr-33a058.md","json":"https://newruntime.com/posts/independent-16-gb-gpu-test-finds-unlimited-ocr-33a058.json"},"next_reads":[{"type":"topic","path":"/topics/memory/","url":"https://newruntime.com/topics/memory/","title":"Memory","reason":"Explore the memory topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/memory.md","json_url":"https://newruntime.com/topics/memory.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":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}