andreaschari
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bge-m3-lt-cafr

Sentence Similarity

sentence-transformers

feature-extraction

Model card Files Files and versions

BGE-M3 Lingustic Transfer (Catalan-French)

This is a BGE-M3 model post-trained on French translated to Catalan Queries and French Documents from MMARCO/v2.

This model was fine-tuned for the "Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity Transfer" ECIR2025 paper. The source code for the paper can be found here

Model Details

Model Description

Model Type: Sentence Transformer
Maximum Sequence Length: 8192 tokens
Output Dimensionality: 1024 tokens
Similarity Function: Cosine Similarity

Training Details

Framework Versions

Python: 3.10.14
Sentence Transformers: 3.0.1
Transformers: 4.41.2
PyTorch: 2.4.0.post301
Accelerate: 0.32.1
Datasets: 2.19.1
Tokenizers: 0.19.1

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Safetensors

Model size

0.6B params

Tensor type

F32

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Collection including andreaschari/bge-m3-lt-cafr

ECIR2025: Improving Low-Resource Retrieval Effectiveness

Model Checkpoints and Data for the ECIR IR4Good paper: Improving Low-Resource Retrieval Effectiveness Using Zero-Shot Linguistic Similarity Transfer • 8 items • Updated Apr 24, 2025