🇮🇹 italian-bge-m3

This model is a 38.3% smaller version of BAAI/bge-m3 and comes with the Italian language only.

This pruned model should perform as the original model for Italian language tasks with a much smaller memory footprint.

Usage

You can use this model with the Transformers library:

from transformers import AutoModel, AutoTokenizer

model_name = "Kleva-ai/italian-bge-m3"
model = AutoModel.from_pretrained(model_name, trust_remote_code=True)
tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True, use_fast=True)

Or with the sentence-transformers library:

from sentence_transformers import SentenceTransformer

model = SentenceTransformer("Kleva-ai/italian-bge-m3")

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Credits: cc [@antoinelouis]