Model overview
GGUF quantizations of **baidu/Unlimited-OCR**, a 3B vision-language OCR model that pushes **DeepSeek-OCR** one step further (one-shot, long-horizon document parsing). This repo contains a full spread of **K-quants and i-quants** of the language model plus the **vision projector (mmproj)** needed for image input. > ⚠️ **Requires a DeepSeek-OCR–aware llama.cpp build (PR #17400).** > Unlimited-OCR uses the DeepSeek-OCR architecture (a SAM+CLIP *DeepEncoder* vision tower > with a DeepSeek-V2 MoE text decoder). Support is **not yet merged into upstream `main`** — > stock llama.cpp will not load these files. Build the PR branch (instructions below). Every run needs **two** files: one language model GGUF (pick a quant) **plus** the shared vision projector. The projector is fp16 and identical for all quants.
Key features
特点摘要待依据来源补齐，不凭模型名称推断能力。
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
暂无已采集的可核验公开评分。模型未上榜不代表能力较低。
View full indexed rankings →Frequently asked questions
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：mit。模型介绍与第三方评测均以原来源的具体版本和方法为准。