Feature Extraction
MLX
sentence-transformers
xlm-roberta
embeddings
multilingual
quantized
int5
q5
revis
text-embeddings-inference
Instructions to use mavis-ai/Multilingual-e5-large-Q5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mavis-ai/Multilingual-e5-large-Q5 with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir Multilingual-e5-large-Q5 mavis-ai/Multilingual-e5-large-Q5
- sentence-transformers
How to use mavis-ai/Multilingual-e5-large-Q5 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("mavis-ai/Multilingual-e5-large-Q5") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download LICENSE from mavis-ai/Multilingual-e5-large-Q5: direct link, hf CLI and curl.
- Browser
- Download file 1.46 kB
-
https://huggingface.co/mavis-ai/Multilingual-e5-large-Q5/resolve/main/LICENSE
- Command line
-
hf download hf://mavis-ai/Multilingual-e5-large-Q5/LICENSE
-
curl -L -o LICENSE https://huggingface.co/mavis-ai/Multilingual-e5-large-Q5/resolve/main/LICENSE
1.46 kB
| MIT License | |
| Copyright (c) Microsoft Corporation and contributors | |
| Copyright (c) Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei and contributors | |
| Copyright (c) 2026 MAVIS / R.E.V.I.S. contributors for q5 packaging metadata and conversion scripts, if any | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this software and associated documentation files, model files, weights, | |
| configuration files, tokenizer files, and related materials (the "Software"), | |
| to deal in the Software without restriction, including without limitation the | |
| rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
| copies of the Software, and to permit persons to whom the Software is | |
| furnished to do so, subject to the following conditions: | |
| The above copyright notice, this permission notice, and any attribution notices | |
| included with the Software shall be included in all copies or substantial | |
| portions of the Software. | |
| THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
| IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
| FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
| AUTHORS, COPYRIGHT HOLDERS, OR CONTRIBUTORS BE LIABLE FOR ANY CLAIM, DAMAGES | |
| OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, | |
| ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER | |
| DEALINGS IN THE SOFTWARE. | |