Corollary

Research

  • Papers

Library

  • Catalog

Account

  • Jobs
  • Billing
SettingsResearch demo · not for clinical or commercial use
Corollary
  1. Catalog
  2. Multi-Modal Foundation
  3. DoctoBERT-fr-base

Multi-Modal Foundation · doctolib-lab

DoctoBERT-fr-base

French medical encoder (RoBERTa, 111M params, 512-token context) pretrained from scratch on FineMed-fr — state-of-the-art on DrBenchmark, leading five of seven tasks across French and English medical encoder families.

Verify the licence before commercial useThe See model card licence carries terms worth reading before you depend on it.See model card
Availability
On demand
Typical latency
12s
Credits per run
~28
Compute tier
S · Micro

< 1s

Runs on On-demand GPU

Runs on our servers with on-demand compute. A first run needs time to load the model; active capacity can be reused and scales down when idle.

Run this model

DoctoBERT-fr-base

Use the model's mask token, commonly [MASK] or <mask>.

Needs sequence with a mask

About this model

French medical encoder (RoBERTa, 111M params, 512-token context) pretrained from scratch on FineMed-fr — state-of-the-art on DrBenchmark, leading five of seven tasks across French and English medical encoder families. Served through the generic Modal runner, which pulls doctolib-lab/doctobert-fr-base from the Hugging Face Hub and runs it as a fill-mask pipeline. Inputs and outputs were derived from the repository's declared pipeline tag rather than written by hand — check the model card before relying on a result.

Standardized I/O contract

Every model in the Hub speaks the same contract, which is what lets the Router and the agent call any of them without special-casing.

Inputs

  • sequencetextarea · required

    Sequence with a mask

Outputs

  • labelstable

    Labels with confidence scores, highest first.

Specification

Hardware
CPU only
GPU memory
16 GB
Version
hub
Licence
See model card
Backend
On demandOn-demand GPU
MCP server
mcp-sandbox-server

Tasks

fill-mask

Source

  • Model card
  • Repository
medicinefill-mask