SoMark Open-Sources OXR-1.0 Document Parsing Model Top-Ranking Benchmarks
11/07/2026 — 11/07, 04:15·1 sources (all)·1 reports (all)
Key takeaways
- The SoMark team has open-sourced OXR-1.0, a 1.3B-parameter document parsing model that introduces recursive self-improvement in post-trainin…
Background & analysis
A post on Reddit's LocalLLaMA forum, dated November 7, 2026, reports that the SoMark team has open-sourced OXR-1.0 (Optical Everything Recognition), a text parsing model discovered by a community member browsing the Trending models page on Hugging Face. The author says they found the model a month earlier and decided to post because no existing discussion thread covered it.
According to the post, OXR-1.0 is a 1.3B parameter model pretrained from scratch. It converts PDFs and document images into Agent-friendly Markdown or JSON data that includes layout coordinates. During post-training it applies a recursive self-improvement (RSI) loop, which the poster describes as a first in document parsing. With only 1.3B parameters, OXR ranks first on benchmarks including olmOCR-Bench and OmniDocBench, the post states. As of now, this single community post is the only public coverage of the release.
AI-generated from 1 reports · updated 1 hour ago
- Heat index
- 93
- All sources
- 1
- All reports
- 1
- First seen
- 3 hours ago
Reports on this story headlines open the original
Discovered on Hugging Face, SoMark has open-sourced OXR-1.0, a 1.3B-parameter document parsing model. It turns PDFs and images into agent-ready Markdown or JSON with layout coordinates using a recursive self-improvement loop, ranking top on multiple benchmarks.
Reddit · LocalLLaMAAI score 63
Other stories people are talking about
- Heat index 856RisingUS tech stocks rebound as investors reset Anthropic IPO valuation expectations to about $1.1 trillion12 sources
- Heat index 833OpenAI rolls out GPT-6 Cyber to Daybreak Red users with API, Codex access16 sources
- Heat index 755RisingThinking Machines Lab releases Inkling 2 Small amid reported $5B funding round11 sources
- Heat index 709SurgeMeta adds Spaces and a new model to Muse in the US10 sources
- Heat index 695Claude rolls out Personal Finance to US Pro, Max and Ultra users via read-only Plaid links13 sources
How is heat calculated?About the methodHide
Heat counts how many independent sources covered a story in the last 48 hours: one source counts once no matter how many posts it published, decaying with a 24-hour half-life. What ranks first is what many people are talking about.
This page aggregates public feeds. Headlines and summaries are machine-organized and remain the property of the original authors; verify important facts at the source. If you believe a headline or summary infringes your rights, email the contact address in the footer with the page URL and basis of your claim, and we will remove or replace it after review.
- Surge
- Discussion rising fast
- New
- First report within 6 hours
- Rising
- Still gathering discussion