You can deploy this model and start earning money today!

azat-serikbayev/
crossencoder-camembert-base-mmarcoFR-miracl-fr

Name: crossencoder-camembert-base-mmarcoFR-miracl-fr
Availability: InStock

sentence-transformers

safetensors

camembert

miracl/miracl

antoinelouis/crossencoder-camembert-base-mmarcoFR

finetune

mit

Views

No views yet

MIRACL Cross-Encoder (fr)

This model is a fine-tuned version of antoinelouis/crossencoder-camembert-base-mmarcoFR on the MIRACL dataset for fr language. It uses hard negative mining with BM25 for better training data.

Training

The model was trained on MIRACL fr dataset
Hard negative mining was performed using BM25
For each query, we used all positive passages and up to 30 negative passages (combination of original negatives and BM25 hard negatives)

Usage

python

from sentence_transformers.cross_encoder import CrossEncoder

model = CrossEncoder("azat-serikbayev/crossencoder-camembert-base-mmarcoFR-miracl-fr")
scores = model.predict([["query", "document_text"]])