Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
Transformers
Transformers.js
English
nomic_bert
feature-extraction
mteb
custom_code
Eval Results (legacy)
text-embeddings-inference
Instructions to use nomic-ai/nomic-embed-text-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use nomic-ai/nomic-embed-text-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("nomic-ai/nomic-embed-text-v1", trust_remote_code=True) 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 nomic-ai/nomic-embed-text-v1 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("nomic-ai/nomic-embed-text-v1", trust_remote_code=True) model = AutoModel.from_pretrained("nomic-ai/nomic-embed-text-v1", trust_remote_code=True) - Transformers.js
How to use nomic-ai/nomic-embed-text-v1 with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('sentence-similarity', 'nomic-ai/nomic-embed-text-v1'); - Notebooks
- Google Colab
- Kaggle
π Documentation Enhancement Suggestion
#33 opened 3 months ago
by
CroviaTrust
π Documentation Enhancement Suggestion
#32 opened 3 months ago
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CroviaTrust
π Documentation Enhancement Suggestion
#31 opened 3 months ago
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CroviaTrust
π Documentation Enhancement Suggestion
#30 opened 3 months ago
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CroviaTrust
π Documentation Enhancement Suggestion
#29 opened 3 months ago
by
CroviaTrust
Error when trying to run manually downloaded model weights
#27 opened 10 months ago
by
aldrichshawn
Broken model
#25 opened over 1 year ago
by
sfc-gh-aivanou
[DO NOT MERGE YET] Add ONNX weights
#21 opened almost 2 years ago
by
Xenova
Finetune Nomic-ai-embedding using SentenceTransformersFinetuneEngine
#19 opened about 2 years ago
by
Miheer29
Fine tuning on MS MARCO
1
#14 opened about 2 years ago
by
csung
Troubleshooting Model Conversion with DJL Library
5
#13 opened over 2 years ago
by
surendergodara