Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers.js
bert
feature-extraction
mteb
arctic
snowflake-arctic-embed
Eval Results (legacy)
text-embeddings-inference
Instructions to use Snowflake/snowflake-arctic-embed-xs with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Snowflake/snowflake-arctic-embed-xs with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Snowflake/snowflake-arctic-embed-xs") 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-xs with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('feature-extraction', 'Snowflake/snowflake-arctic-embed-xs'); - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
-
add scarf
Verified signatured8c8652
-
Update README.md
Verified signature1ec4277 -
Update README.md
Verified signature0d4f511
-
Update README.md
Verified signature742da4f
-
Update README.md
Verified signature236cea8
-
Update README.md
Verified signature55416e4 -
Update README.md
Verified signature6d26558
-
Update README.md (#10)
Verified signature- Update README.md (11a15556ad9b6924f630df04fe0b5a9310345095) Co-authored-by: danmei xu <xdm222@users.noreply.huggingface.co>86a0765
-
Update README.md
Verified signature0fa9e61 -
Update README.md (#9)
Verified signature- Update README.md (baf4066d98ba216f70fd0d9e7ef2e279d54fd40c) Co-authored-by: William Barber <williambarberjr@users.noreply.huggingface.co>8a10fc2
-
Don't create pooling layer with Sentence Transformers (#8)
Verified signature- Add 'add_pooling_layer=False' to ST config (eb0a0443073406e82d7929356809dd4ecdcfb23c)9740ec1 -
Add transformers.js support (#7)
Verified signature- Add transformers.js support (fe06939db5b8d3db45f633108099e8accd7066e4) Co-authored-by: Joshua <Xenova@users.noreply.huggingface.co>aa81610 -
Upload ONNX weights (#6)
Verified signature- Upload ONNX weights (653220ebf636a0b882ca38e95d1d0ed6c1d12ef0) Co-authored-by: Joshua <Xenova@users.noreply.huggingface.co>8284d47 -
Fix incorrect hyperlink in Model Card (#5)
Verified signature- Fix incorrect hyperlink in Model Card (64d0e03104fbbdf5ce5ccc3e8014a529d4d794b5) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>37aabaa -
Sentence Transformers integration (#4)
Verified signature- Add Sentence Transformers integration + README (7b4087084dc0bcd3258b808168d891794ff2b95a)900ce98 -
Update README.md
Verified signatureafdcd80 -
Update README.md
Verified signature12b9958 -
Update long base (#3)
Verified signature- Update long base (e17e099ebde16f053fe80fa6d52da5541c300f31) Co-authored-by: danmei xu <xdm222@users.noreply.huggingface.co>555d86f -
Update README.md
Verified signature7c367f4 -
Update README.md (#2)
Verified signature- Update README.md (cb0f02aa67726b5615860f09f46546c5a0aec098) Co-authored-by: danmei xu <xdm222@users.noreply.huggingface.co>4f7d0d9 -
Update README.md (#1)
Verified signature- Update README.md (f53171c95e5dae7171f93a7e9cc76f1f43aeef7d) Co-authored-by: danmei xu <xdm222@users.noreply.huggingface.co>13b85c4 -
Update README.md
Verified signature3951a46 -
Update README.md
Verified signature10a21ab -
Update README.md
Verified signature6ae1a8a
-
Update README.md
Verified signature4bee6ff -
Update README.md
Verified signature2f2cafb -
Update README.md
Verified signaturedfdb9c3 -
Update README.md
Verified signature59e6561 -
Update README.md
Verified signaturedbbfacc -
Upload 6 files
Verified signature4c013d9
-
initial commit
Verified signaturef72109a