Sentence Similarity
sentence-transformers
Transformers.js
GGUF
English
feature-extraction
mteb
arctic
snowflake-arctic-embed
Instructions to use ChristianAzinn/snowflake-arctic-embed-m-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use ChristianAzinn/snowflake-arctic-embed-m-gguf with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("ChristianAzinn/snowflake-arctic-embed-m-gguf") 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.js
How to use ChristianAzinn/snowflake-arctic-embed-m-gguf with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('sentence-similarity', 'ChristianAzinn/snowflake-arctic-embed-m-gguf'); - Notebooks
- Google Colab
- Kaggle
Upload snowflake-arctic-embed-m--Q4_K_S.GGUF with huggingface_hub
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