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MIRROR: From Imitation to Internalization in LLM Personalization

arXiv cs.CL ↗ · 2026-10-08 Cached

The paper introduces MIRROR, a self-distillation framework from Baidu that shifts LLM personalization from reference-token imitation to internalizing user preferences via on-policy distributional alignment, with a MIRROR-F focal plug-in that improves content quality while reducing catastrophic forgetting across benchmarks and model scales.

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#baidu

@laowangbabababa: Holy shit. Such a small model, and it's this badass... Ant Group and Baidu open-sourced a design model a few days ago c…

X AI KOLs Timeline ↗ · 2026-10-03

Ant Group and Baidu open-sourced Ming-Image-0.1-Design, a compact 6B-parameter image generation model that topped Artificial Analysis's open-source UI/UX design leaderboard, along with a companion tool Layer that decomposes generated images into editable transparent layers.

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#baidu

China's AI stack is collapsing search, commerce and payments into one loop

Reddit r/ArtificialInteligence ↗ · 2026-10-02

An analysis arguing that China's AI advantage lies less in standalone model quality and more in tightly integrating AI assistants with search, commerce, payments, and local services—citing Baidu's AI-heavy search results and Alibaba's Qwen ecosystem—versus the more disjointed Western assistant experience.

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#baidu

@heyshrutimishra: Baidu's Kooko AI hit 10+ million international users in its first year. Here’s what that actually looks like in practic…

X AI KOLs Following ↗ · 2026-09-22 Cached

Baidu's Kooko AI reached over 10 million international users in its first year, offering an integrated AI workspace for streamlined research and professional report generation.

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#baidu

@XAMTO_AI: Long PDFs are cut into single pages and then stitched back together, where cross-page tables and reading order are most…

X AI KOLs Timeline ↗ · 2026-09-19 Cached

Baidu's open-source Unlimited-OCR model processes multiple PDF pages simultaneously, outperforming baselines like DeepSeek-OCR and supporting local execution with community integrations.

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#baidu

@I_am_oil_oil: Today, I participated as a lecturer in a Baidu internal workshop on building personal influence for X-man. This was my …

X AI KOLs Following ↗ · 2026-09-09 Cached

作者分享了参与百度内部关于构建个人影响力的工作坊的经历,强调了AI时代个人IP建设的价值,并讨论了模型竞争的现状。

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#baidu

@geekbb: Baidu, flush with cash, only offers a 36% discount

X AI KOLs Timeline ↗ · 2026-08-09 Cached

Baidu, flush with cash, offers only a 36% discount on its AI model service, sparking discussion among netizens.

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#baidu

vLLM for Baidu Kunlun

Lobsters Hottest ↗ · 2026-07-31 Cached

vLLM Kunlun is a community-maintained hardware plugin that enables vLLM to run on Baidu Kunlun XPU, supporting 20+ LLMs, quantization, LoRA, and speculative decoding.

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#baidu

@vista8: Baidu's technical strength is still impressive. Recently, this Unlimited OCR has even caught the attention of Yann LeCun! Unlimited OCR proposes Reference Sliding Window Attention (R-SWA)...

X AI KOLs Timeline ↗ · 2026-07-22 Cached

Baidu's open-source Unlimited OCR model proposes the Reference Sliding Window Attention (R-SWA) mechanism, achieving continuous parsing of dozens of pages with 3 billion parameters, gaining high attention on GitHub and HuggingFace.

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#baidu

@DataScienceDojo: A Chinese company just open-sourced an 𝐎𝐂𝐑 that fixes something most AI-powered OCR tools quietly struggle with: the…

X AI KOLs Timeline ↗ · 2026-07-20 Cached

Unlimited-OCR, a new open-source OCR model from a Chinese company, solves the memory growth issue common in AI OCR tools by keeping memory usage flat regardless of document length, enabling single-pass reading of dozens of pages at 32K context. It's MIT-licensed, 3B parameters, multilingual, and already popular on GitHub.

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#baidu

@S0N_IA: | CHINA HAS ENDED THE OCR BUSINESS A 3 billion parameter model the size of a peanut can read a full 100-page PDF in one…

X AI KOLs Timeline ↗ · 2026-07-20 Cached

Baidu releases Unlimited-OCR, a 3B parameter open-source model that reads full 100-page PDFs in one go with a 32K context window, achieving 93% accuracy and running locally. It has 1.9 million Hugging Face downloads but little mainstream attention.

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#baidu

@Fenng: HuggingFace and GitHub charts hit top four, stars surpass 10k in just 5 days — Baidu Unlimited OCR becomes one of the fastest growing open source projects. I've seen many people mentioning Baidu's Unlimited-OCR in my timeline lately. Actually, OCR has always been a traditional strength of Baidu…

X AI KOLs Following ↗ · 2026-06-29 Cached

Baidu's open source project Unlimited-OCR tops four charts on HuggingFace and GitHub, with stars exceeding 10k in five days. The model uses a MoE architecture (3B total parameters, 570M activated parameters) and excels at continuous recognition of long documents. Inspired by how humans copy books, it also offers new ideas for long-term memory management in large models.

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#baidu

@KaichaoYou: a great ocr model from baidu! you would be surprisied if you see how popular ocr models are, they are sometimes even mo…

X AI KOLs Timeline ↗ · 2026-06-28 Cached

Baidu's Unlimited-OCR model, using Reference Sliding Window Attention, is now supported in vLLM, enabling efficient one-shot parsing of entire books with constant memory usage.

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#baidu

@_akhaliq: Baidu just released Unlimited-OCR

X AI KOLs Following ↗ · 2026-06-23 Cached

Baidu has released Unlimited-OCR, an optical character recognition service with no usage limits.

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#baidu

@vanstriendaniel: It's raining OCR models again! @Baidu_Inc's Unlimited-OCR is one of the more interesting. You can try it without much e…

X AI KOLs Following ↗ · 2026-06-23 Cached

This post shows how to serve Baidu's Unlimited-OCR model as a temporary, OpenAI-compatible endpoint on Hugging Face Jobs, enabling multi-page document parsing with features like table-to-HTML and equation-to-LaTeX extraction.

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#baidu

Unlimited OCR: One-Shot Long-Horizon Parsing

Hacker News Top ↗ · 2026-06-23 Cached

Baidu releases Unlimited-OCR, an open-source model for one-shot long-horizon document parsing, building upon Deepseek-OCR with support for single images, multi-page documents, and PDFs.

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#baidu

@BaiduAI_News: We’re open-sourcing Unlimited OCR — built to read long documents in one pass. With 3B total parameters and only 500M ac…

X AI KOLs Timeline ↗ · 2026-06-23 Cached

Baidu open-sources Unlimited OCR, a 3B parameter model (500M activated) that reads long documents in a single pass using Reference Sliding Window Attention (R-SWA), achieving state-of-the-art results on OmniDocBench.

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#baidu

@ErickSky: Baidu has just broken one of the biggest limitations of current OCR. Unlimited-OCR processes entire documents in a sing…

X AI KOLs Timeline ↗ · 2026-06-23 Cached

Baidu has released Unlimited-OCR, which processes entire documents in a single pass without chunking, overcoming a major limitation of current OCR technology.

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#baidu

@geekbb: Baidu's open-source visual language model OCR project, upgraded from DeepSeek-OCR, focuses on one-shot parsing of extremely long documents. The model has two inference modes: 'gundam' mode for dense text in a single image, and 'base' mode for multi-page or PDF processing. https://github…

X AI KOLs Timeline ↗ · 2026-06-23 Cached

Baidu has open-sourced the visual language model Unlimited-OCR, upgraded from DeepSeek-OCR, supporting one-shot parsing of extremely long documents, offering two inference modes: gundam (dense text in a single image) and base (multi-page/PDF).

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#baidu

@berryxia: Wow, this move directly poached DeepSeek's talent! Last night I saw this interesting OCR open-source model on HuggingFace and the fascinating story behind it. This OCR model is completely different from traditional ones! Its speed and accuracy are absolutely unbeatable~~ Let me start with some background, for those who are familiar…

X AI KOLs Timeline ↗ · 2026-06-23 Cached

Baidu has open-sourced the Unlimited OCR model, which uses the R-SWA attention mechanism to process hundreds of pages in a single pass without page splitting, with a constant KV Cache. The model innovatively mimics the attention pattern of humans copying books by hand and shares technical lineage with DeepSeek OCR, sparking discussions about talent mobility.

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