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") - 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
Upload README.md
Browse files
README.md
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@@ -57,7 +57,6 @@ The table below shows the average BEIR benchmark scores (nDCG@10) for `mdbr-leaf
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| Model | Size | BEIR Avg. (nDCG@10) |
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| Google text-embedding-005 | Unknown | 55.81 |
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| OpenAI text-embedding-3-large | Unknown | 55.43 |
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| **mdbr-leaf-ir (asym.)** | 23M | **54.03** |
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| **mdbr-leaf-ir** | 23M | **53.55** |
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| Model | Size | BEIR Avg. (nDCG@10) |
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| OpenAI text-embedding-3-large | Unknown | 55.43 |
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| **mdbr-leaf-ir (asym.)** | 23M | **54.03** |
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| **mdbr-leaf-ir** | 23M | **53.55** |
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