Feature Extraction
Transformers.js
ONNX
Transformers
OpenVINO
modernbert
granite
embeddings
multilingual
mteb
sentence-similarity
matryoshka
text-embeddings-inference
Instructions to use onnx-community/granite-embedding-311m-multilingual-r2-ONNX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use onnx-community/granite-embedding-311m-multilingual-r2-ONNX with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('feature-extraction', 'onnx-community/granite-embedding-311m-multilingual-r2-ONNX'); - Transformers
How to use onnx-community/granite-embedding-311m-multilingual-r2-ONNX with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="onnx-community/granite-embedding-311m-multilingual-r2-ONNX")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("onnx-community/granite-embedding-311m-multilingual-r2-ONNX") model = AutoModel.from_pretrained("onnx-community/granite-embedding-311m-multilingual-r2-ONNX", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download tokenizer.json from onnx-community/granite-embedding-311m-multilingual-r2-ONNX: direct link, hf CLI and curl.
- Browser
- Download file 33.4 MB
-
https://huggingface.co/onnx-community/granite-embedding-311m-multilingual-r2-ONNX/resolve/main/tokenizer.json
- Command line
-
hf download hf://onnx-community/granite-embedding-311m-multilingual-r2-ONNX/tokenizer.json
-
curl -L -o tokenizer.json https://huggingface.co/onnx-community/granite-embedding-311m-multilingual-r2-ONNX/resolve/main/tokenizer.json
33.4 MB
- Xet hash:
- c9c6169a4105c6b68b46b3eb282cb28f6cc83142cd7fe8f92e717286334632c0
- Size of remote file:
- 33.4 MB
- SHA256:
- 0087c868b33bad550a78a08d19798cfd7f713cde4f020803b8f51f405503e15f
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