Release: v5.21.0
Release v5.21.0 New Model additions MiniCPM-OCR MiniCPM-OCR is a document-understanding model from OpenBMB's MiniCPM-V family. It keeps the MiniCPM-V 4.6 architecture, which pairs a SigLIP vision encoder and a window-attention merger with a Qwen3.5 language model. It is specialized for reading text-dense images such as scanned pages, screenshots, receipts and tables. Links: Documentation | Paper Feat test ( #49920 ) by @guarin in #49920 Flint Flint is Recursive's mixture-of-experts language mode
阅读原始来源来源记录
研究分析
变化记录
来源描述:Release v5.21.0 New Model additions MiniCPM-OCR MiniCPM-OCR is a document-understanding model from OpenBMB's MiniCPM-V family. It keeps the MiniCPM-V 4.6 architecture, which pairs a SigLIP vision encoder and a window-attention merger with a Qwen3.5 language model. It is specialized for reading text-dense images such as scanned pages, screenshots, receipts and tables. Links: Documentation | Paper Feat test ( #49920 ) by @guarin in #49920 Flint Flint is Recursive's mixture-of-experts language mode
版本与成本证据
可供比较的近期同类记录:“Show HN: A terminal viewer for plain text data files (JSON,YAML,CSV,XML,)” (Hacker News, 2026年11月5日);“Show HN: Typos – Render Typst Documents to Thermal Printers (Go and ESC/POS)” (Show HN, 2026年11月5日)。主题相近仅用于导航,未核验其是否属于同一需求或独立证据。
适用与受影响对象
先明确变化影响的现有工作流,再判断是否升级。发布热度不证明效果提升;接口、价格或可用性变化也可能增加迁移工作。
缺失的比较信息
待补齐:新旧行为、受影响套餐与地区、生效时间、兼容性、回退路径及同一工作量下的成本。
采用与迁移验证
保存发布或政策原文,对新旧方案运行同一个任务并比较结果与完整账单;若涉及停服,先核验截止时间再安排迁移。