Medical NER (DeBERTa)
medical-ner-debertaToken-classification model that extracts 41 medical entity types from clinical text, such as disease, medication, dosage, frequency, lab test, sign and symptom. Fine-tuned on a DeBERTa v3 base, which gives more accurate spans than older BERT-based taggers on the same corpus.
- Status
- Unavailable
- Input → output
- Text → Text
- Developer
- Community
- Updated
- September 23, 2026
Medical NER (DeBERTa) is currently unavailable
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Playground
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Input & output
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About Medical NER (DeBERTa)
Medical NER (DeBERTa) is a model by Community in the Text & chat category. Medical NER (DeBERTa) is currently not available on Railwail.
Pricing
Currently unavailable. There is no price for this model at the moment, so it cannot be run.
API
No verified API example
The public API passes a different input format than this model needs. Use the playground above.
Specifications
- Model ID
medical-ner-deberta- Developer
- Community
- Category
- Text & chat
- Input
- Text
- Output
- Text
- Catalog entry updated
- September 23, 2026
Input parameters
Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.
inputsrequiredMedical text to tag with named entities
Type: TextDefault: –Allowed values: up to 8,000 characters
Tags
- medical
- research
- nlp
- huggingface
- ner
- token-classification
- deberta
- clinical
Use cases
Frequently asked questions
What is Medical NER (DeBERTa)?
Medical NER (DeBERTa) is a model by Community in the Text & chat category. It is listed on Railwail but cannot be run at the moment.
How much does Medical NER (DeBERTa) cost on Railwail?
Medical NER (DeBERTa) cannot be run on Railwail at the moment, so there is no current price. Available alternatives with prices are listed further down this page.
Which settings does Medical NER (DeBERTa) support?
According to its input schema, Medical NER (DeBERTa) knows these parameters: inputs (up to 8,000 characters).
How fast is Medical NER (DeBERTa)?
There are not enough measured runs of Medical NER (DeBERTa) on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.
Is Medical NER (DeBERTa) better than Claude Fable 5.1?
That depends on the task. Medical NER (DeBERTa) (Community) and Claude Fable 5.1 (Anthropic) are both models in the Text & chat category. The comparison page shows their prices and specifications side by side.
Compare Medical NER (DeBERTa) and Claude Fable 5.1Can I use Medical NER (DeBERTa) right now?
Currently unavailable. The page stays online; available alternatives from the same category are listed further down.
All models through one API
One API key for every model on Railwail. Usage is charged from prepaid credits, 1 credit = $0.01.