antoinelouis / french-me5-large

huggingface.co
Total runs: 127
24-hour runs: 13
7-day runs: 14
30-day runs: 31
Model's Last Updated: October 07 2024
sentence-similarity

Introduction of french-me5-large

Model Details of french-me5-large

🇫🇷 french-me5-large

This model is a 38.9% smaller version of intfloat/multilingual-e5-large 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-multilingual-e5-large"
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-multilingual-e5-large")

Credits : cc @antoinelouis

Runs of antoinelouis french-me5-large on huggingface.co

127
Total runs
13
24-hour runs
17
3-day runs
14
7-day runs
31
30-day runs

More Information About french-me5-large huggingface.co Model

More french-me5-large license Visit here:

https://choosealicense.com/licenses/mit

french-me5-large huggingface.co

french-me5-large huggingface.co is an AI model on huggingface.co that provides french-me5-large's model effect (), which can be used instantly with this antoinelouis french-me5-large model. huggingface.co supports a free trial of the french-me5-large model, and also provides paid use of the french-me5-large. Support call french-me5-large model through api, including Node.js, Python, http.

antoinelouis french-me5-large online free

french-me5-large huggingface.co is an online trial and call api platform, which integrates french-me5-large's modeling effects, including api services, and provides a free online trial of french-me5-large, you can try french-me5-large online for free by clicking the link below.

antoinelouis french-me5-large online free url in huggingface.co:

https://huggingface.co/antoinelouis/french-me5-large

french-me5-large install

french-me5-large is an open source model from GitHub that offers a free installation service, and any user can find french-me5-large on GitHub to install. At the same time, huggingface.co provides the effect of french-me5-large install, users can directly use french-me5-large installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

french-me5-large install url in huggingface.co:

https://huggingface.co/antoinelouis/french-me5-large

Url of french-me5-large

french-me5-large huggingface.co Url

Provider of french-me5-large huggingface.co

antoinelouis
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