Downloads · 30 days
7
13% of all-time downloads
mc-bio-gliner-lymphome
rntc/mc-bio-gliner-lymphome
mc-bio-gliner-lymphome is a token classification model from rntc. Use it when you need labels on individual words, such as names. It is set up for gliner2. The card lists the license as mit.
French biomedical structured extractor (GLiNER2 architecture, ~150M parameters) built on the MedEmbed-v9 sentence-embedding backbone. Fine-tuned on a synthetic lymphoma electronic case report form (eCRF) task with 89…
All-time downloads
54
Public
Parameters
160M
641 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors641 MB · 100%
At a glance
- Task
- Token Classification
- Library
- gliner2
- License
- mit
- Model type
- extractor
- Access
- Public
- Created
- Jul 22, 2026
- Updated
- Jul 22, 2026
- SHA
- 7d133249
Try a prompt
Model card
From the Hugging Face model README
MC-bio-gliner — lymphoma eCRF (simple supervision)
French biomedical structured extractor (GLiNER2 architecture, ~150M parameters) built on the MedEmbed-v9 sentence-embedding backbone. Fine-tuned on a synthetic lymphoma electronic case report form (eCRF) task with 89 fields.
This checkpoint is the one used to produce the reported scores in the thesis chapter Evaluating Open-Vocabulary Extraction (capstone eCRF).
Results (410-document synthetic test split, value-F1 with field competition)
- value-F1: 0.640\n- span-F1: 0.503
Important note on data
The lymphoma eCRF is entirely synthetic (rntc/lymphome-synth-v4), not real
hospital data. It imitates a longitudinal clinical study form. See the thesis for
the evaluation protocol (validation-selected threshold, test never used for
selection).
Usage
from gliner2 import GLiNER2
model = GLiNER2.from_pretrained("rntc/mc-bio-gliner-lymphome")
Variants
rntc/mc-bio-gliner-lymphome— simple supervision (value-F1 0.640 / span-F1 0.503)rntc/mc-bio-gliner-lymphome-joint— joint supervision (value-F1 0.657)
- Task
- Token Classification
- Library
- gliner2
- Type
- extractor
- License
- mit
- Languages
- fr
- Created
- Jul 22, 2026
- Updated
- Jul 22, 2026