Snowflake / sentence-similarity updated 1 year ago

snowflake-arctic-embed-l-v2.0

Snowflake's Arctic-embed-l-v2.0 News Models Usage Evaluation Contact FAQ License Acknowledgement

Params

570 M

Context

8,192

Downloads 30d

1.4 M

Likes

249

Commercial use: allowed apache-2.0 Not gated SAFETENSORS 74 languages View on Hugging Face ↗

Download history

daily snapshots · 10 days

1.5 M1.4 M

Jul 28Jul 31Aug 3Aug 6

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

File	Quant	Size	Est. VRAM	Verdict on RTX 4090 · 24 GB
model.safetensors	f32	2.3 GB	3.1 GB	✅ Runs comfortably

Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Architecture: XLMRobertaModel
Parameters: 570 M
Tensor type: F32
Context length: 8,192
Vocabulary: 250,002
Layers / heads: 24 / 16
Licence: apache-2.0
First seen on the Hub: 2024-11-08
Training datasets: undisclosed
MTEB ArguAna (default) (reported): 59.146
MTEB BIOSSES (default) (reported): 87.2875
MTEB ArxivClusteringP2P (default) (reported): 43.9715
MTEB ArxivClusteringS2S (default) (reported): 34.7758
MTEB BiorxivClusteringP2P (default) (reported): 35.0927
MTEB BiorxivClusteringS2S (default) (reported): 30.221
MTEB AskUbuntuDupQuestions (default) (reported): 63.3521
MTEB AmazonReviewsClassification (en) (reported): 34.946
MTEB Banking77Classification (default) (reported): 81.8149
MTEB AmazonPolarityClassification (default) (reported): 74.2565
MTEB AmazonCounterfactualClassification (en) (reported): 65.597
MTEB AmazonCounterfactualClassification (en-ext) (reported): 67.039
Added to our catalog: 2026-07-28

Compare with

all-MiniLM-L6-v2 257.8 M paraphrase-multilingual-MiniLM-L12-v2 59.4 M bge-m3 35.0 M all-mpnet-base-v2 25.2 M nomic-embed-text-v1.5 15.7 M paraphrase-multilingual-mpnet-base-v2 11.5 M

Appears in

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