Sentence Similarity
sentence-transformers
ONNX
Safetensors
GGUF
Transformers.js
bert
feature-extraction
mteb
arctic
snowflake-arctic-embed
Eval Results (legacy)
text-embeddings-inference
Instructions to use Snowflake/snowflake-arctic-embed-m-v1.5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Snowflake/snowflake-arctic-embed-m-v1.5 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Snowflake/snowflake-arctic-embed-m-v1.5") 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 Snowflake/snowflake-arctic-embed-m-v1.5 with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('feature-extraction', 'Snowflake/snowflake-arctic-embed-m-v1.5'); - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Snowflake/snowflake-arctic-embed-m-v1.5 with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible embeddings server: llama serve -hf Snowflake/snowflake-arctic-embed-m-v1.5:BF16 --embeddings
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible embeddings server: llama serve -hf Snowflake/snowflake-arctic-embed-m-v1.5:BF16 --embeddings
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible embeddings server: ./build/bin/llama serve -hf Snowflake/snowflake-arctic-embed-m-v1.5:BF16 --embeddings
- Llama new
- LM Studio
- Jan
- Ollama
How to use Snowflake/snowflake-arctic-embed-m-v1.5 with Ollama:
ollama run hf.co/Snowflake/snowflake-arctic-embed-m-v1.5:BF16
- Unsloth Desktop
- Docker Model Runner
How to use Snowflake/snowflake-arctic-embed-m-v1.5 with Docker Model Runner:
docker model run hf.co/Snowflake/snowflake-arctic-embed-m-v1.5:BF16
- Lemonade
How to use Snowflake/snowflake-arctic-embed-m-v1.5 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Snowflake/snowflake-arctic-embed-m-v1.5:BF16
Run and chat with the model
lemonade run user.snowflake-arctic-embed-m-v1.5-BF16
List all available models
lemonade list
- Atomic Chat
Download .gitattributes from Snowflake/snowflake-arctic-embed-m-v1.5: direct link, hf CLI and curl.
- Browser
- Download file 2.01 kB
-
https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v1.5/resolve/main/.gitattributes
- Command line
-
hf download hf://Snowflake/snowflake-arctic-embed-m-v1.5/.gitattributes
-
curl -L -o .gitattributes https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v1.5/resolve/main/.gitattributes
2.01 kB
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