Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers
Transformers.js
English
bert
feature-extraction
text-embeddings-inference
information-retrieval
knowledge-distillation
Instructions to use MongoDB/mdbr-leaf-ir with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use MongoDB/mdbr-leaf-ir with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("MongoDB/mdbr-leaf-ir") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Transformers
How to use MongoDB/mdbr-leaf-ir with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("MongoDB/mdbr-leaf-ir") model = AutoModel.from_pretrained("MongoDB/mdbr-leaf-ir", device_map="auto") - Transformers.js
How to use MongoDB/mdbr-leaf-ir with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('sentence-similarity', 'MongoDB/mdbr-leaf-ir'); - Inference
- Notebooks
- Google Colab
- Kaggle
Download model.safetensors from MongoDB/mdbr-leaf-ir: direct link, hf CLI and curl.
- Browser
- Download file 90.3 MB
-
https://huggingface.co/MongoDB/mdbr-leaf-ir/resolve/main/model.safetensors
- Command line
-
hf download hf://MongoDB/mdbr-leaf-ir/model.safetensors
-
curl -L -o model.safetensors https://huggingface.co/MongoDB/mdbr-leaf-ir/resolve/main/model.safetensors
90.3 MB
- Xet hash:
- 313bcfb31b7cc8aa5562cb6dcaf08bb140029af79797238942c72b6279326b8f
- Size of remote file:
- 90.3 MB
- SHA256:
- 82691b5531ec8323546aa2246f8a5de073aff3bd0d7d98bec0619d2e51ee1297
·
Xet efficiently stores Large Files inside Git, intelligently splitting files into unique chunks and accelerating uploads and downloads. More info.