{"type":"post","id":"llamaindex-has-introduced-ocria-1-a-4-billion-652dae","slug":"llamaindex-has-introduced-ocria-1-a-4-billion-652dae","title":"LlamaIndex has introduced OCRia-1, a 4-billion-parameter vision-language model for document parsing","description":"LlamaIndex has introduced OCRia-1, a 4-billion-parameter vision-language model for document parsing.","retrieval_nugget":"LlamaIndex has introduced OCRia-1, a 4-billion-parameter vision-language model for document parsing.","published_at":"2026-10-22","updated_at":"2026-10-22","record_date":"2026-10-22","date_kind":"published_at","topics":["models","multimodal","retrieval"],"entities":["LlamaIndex","OCRia-1","LlamaParse","ParseBench","olmOCR-bench","PulseBench-Tab"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"LlamaIndex now introduces OCRia-1, a 4B-parameter parsing model scoring 87.4 on ParseBench, a distinct model release beyond Extract v2.5 and prior LlamaParse improvements.","prior_refs":["memory:24bd43e2-341c-8b20-aecd-e2e85be13d90","memory:75520af5-5fd4-88cb-a571-68c0d5de77f8"],"source_url":"https://www.llamaindex.ai/blog/parse-ocria-1","source_urls":["https://www.llamaindex.ai/blog/parse-ocria-1"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:llamaindex-has-introduced-ocria-1-a-4-billion-652dae","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/llamaindex-has-introduced-ocria-1-a-4-billion-652dae/","markdown":"https://newruntime.com/posts/llamaindex-has-introduced-ocria-1-a-4-billion-652dae.md","json":"https://newruntime.com/posts/llamaindex-has-introduced-ocria-1-a-4-billion-652dae.json"},"related_shifts":["document-processing-shifts-from-hand-crafted-ocr-pipelines-to-llm"],"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/multimodal/","url":"https://newruntime.com/topics/multimodal/","title":"Multimodal","reason":"Explore the multimodal topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/multimodal.md","json_url":"https://newruntime.com/topics/multimodal.json"},{"type":"topic","path":"/topics/retrieval/","url":"https://newruntime.com/topics/retrieval/","title":"Retrieval","reason":"Explore the retrieval topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/retrieval.md","json_url":"https://newruntime.com/topics/retrieval.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"}]}