antoinelouis / french-mgte-base

huggingface.co
Total runs: 26
24-hour runs: 0
7-day runs: 1
30-day runs: -10
Model's Last Updated: October 07 2024
sentence-similarity

Introduction of french-mgte-base

Model Details of french-mgte-base

🇫🇷 french-mgte-base

This model is a 53.5% smaller version of Alibaba-NLP/gte-multilingual-base for the French language, created using the mtem-pruner space.

This pruned model should perform similarly to the original model for French language tasks with a much smaller memory footprint. However, it may not perform well for other languages present in the original multilingual model as tokens not commonly used in French were removed from the original multilingual model's vocabulary.

Usage

You can use this model with the Transformers library:

from transformers import AutoModel, AutoTokenizer

model_name = "antoinelouis/french-gte-multilingual-base"
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("antoinelouis/french-gte-multilingual-base")

Credits : cc @antoinelouis

Runs of antoinelouis french-mgte-base on huggingface.co

26
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
-10
30-day runs

More Information About french-mgte-base huggingface.co Model

More french-mgte-base license Visit here:

https://choosealicense.com/licenses/apache-2.0

french-mgte-base huggingface.co

french-mgte-base huggingface.co is an AI model on huggingface.co that provides french-mgte-base's model effect (), which can be used instantly with this antoinelouis french-mgte-base model. huggingface.co supports a free trial of the french-mgte-base model, and also provides paid use of the french-mgte-base. Support call french-mgte-base model through api, including Node.js, Python, http.

antoinelouis french-mgte-base online free

french-mgte-base huggingface.co is an online trial and call api platform, which integrates french-mgte-base's modeling effects, including api services, and provides a free online trial of french-mgte-base, you can try french-mgte-base online for free by clicking the link below.

antoinelouis french-mgte-base online free url in huggingface.co:

https://huggingface.co/antoinelouis/french-mgte-base

french-mgte-base install

french-mgte-base is an open source model from GitHub that offers a free installation service, and any user can find french-mgte-base on GitHub to install. At the same time, huggingface.co provides the effect of french-mgte-base install, users can directly use french-mgte-base installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

french-mgte-base install url in huggingface.co:

https://huggingface.co/antoinelouis/french-mgte-base

Url of french-mgte-base

french-mgte-base huggingface.co Url

Provider of french-mgte-base huggingface.co

antoinelouis
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