Model overview
**A vision-first OCR model for Tibetan pecha** — modern publications, woodblock prints, and manuscripts (uchen and u-med), including pecha layout and orthographic shorthands. Built by the Buddhist Digital Resource Center (BDRC) and trained on the `bec_mixed_elie_v8` mix of curated real + synthetic pages, with the **evaluation-benchmark pages held out of training**. - **Repository:** `BDRC/tibetan-ocr` (display name **Yigdzin 1**) - **Base model:** `PaddlePaddle/PaddleOCR-VL-1.6` (Apache-2.0) - **Live demo:** ocr.bdrc.io · **Desktop app:** buda-base/tibetan-ocr-app On a 1,070-page hand-transcribed benchmark (production serving: vLLM + sequential regime + DRY guard + temperature-retry), **median page CER is ~1.4%** and clean-page (non-catastrophic) mean CER is **~4.0%**, with **0 hard repetition loops**. The benchmark pages are held out of training. It is a *specialized* OCR model, not a general chat VLM.
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：apache-2.0。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。