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MiniCPM-OCR Jev

MiniCPM-OCR Jev is a 2B model that scores whether candidate OCR results for text, formula, and table regions are likely correct. Its weights, code, and documentation are released under Apache License 2.0, with guides for local deployment and fine-tuning.

What it does

Use it to screen OCR results for human review or choose the highest-scoring candidate from multiple OCR systems.

Availability
BF16 weights available on Hugging Face and ModelScope
Pricing model
Not established
Deployment
Docker/local SDK, vLLM, SGLang, llama.cpp, Ollama, and FlagOS guides
Privacy
Not established
Licence
Apache License 2.0 for model weights, code, and documentation
Capability
analysisextraction
Modality
textimagemultimodal
Access
open weightsSDKAPI
Deployment
on-premises
Pricing
unknown
Target user
developerresearcherenterprise

Evidence

6 claims
  • The model returns a score from 0 to 1 for a candidate OCR result, with higher scores indicating greater likelihood of correctness. [1] [2]
  • It assesses text, formula, and table regions. [1]
    **MiniCPM-OCR Jev** is a **2B OCR correctness decision model** for text, formula, and table
    OpenBMB. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • BF16 model weights are available from Hugging Face and ModelScope. [1] [2]
    Model weights, code, and documentation are released under the
    OpenBMB. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model has deployment guides for Docker/local SDK, vLLM, SGLang, llama.cpp, Ollama, and FlagOS. [1]
  • The model can score candidates from different OCR parsers and select the highest-scoring candidate for a region. [1]
    scores the candidates for the same region, selects the highest-scoring candidate, and combines
    OpenBMB. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model weights, code, and documentation are released under Apache License 2.0. [1]
    Model weights, code, and documentation are released under the
    OpenBMB. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

2
1
OpenBMBOwner-controlled
https://huggingface.co/openbmb/MiniCPM-OCR-Jev Retrieved 2026-10-29 00:30 UTC
Verified
2
GitHub new repositoriesOwner-controlled
https://github.com/OpenBMB/MiniCPM-OCR Retrieved 2026-10-29 00:30 UTC
Verified

Versions

1
VersionEffectiveChangeChanged fieldsState
12026-10-29 00:30 UTCpublicationNoneCurrent

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.