Snowflake/snowflake-arctic-embed-l-v2.0
Primitive: /encode · Encode ·
XLM-RoBERTa
Snowflake's Arctic-embed-l-v2.0
MultilingualLong contextDense
Overview
Hardware: — drives latency, throughput & cost
| Size | 568M params |
|---|---|
| Tasks | /encode |
| License | apache-2.0 |
| Languages | af, ar, az, be, bg, bn, ca, ceb, cs, cy, da, de, el, en, es, et, eu, fa, fi, fr, gl, gu, he, hi, hr, ht, hu, hy, id, is, it, ja, jv, ka, kk, km, kn, ko, ky, lo, lt, lv, mk, ml, mn, mr, ms, my, ne, nl, pa, pl, pt, qu, ro, ru, si, sk, sl, so, sq, sr, sv, sw, ta, te, th, tl, tr, uk, ur, vi, yo, zh |
| Latency | — |
| Throughput | — |
| Cost | — /1M tok |
Cost is approximate — computed from list GPU prices; your actual price depends on the provider you deploy SIE with.
Embedding
| Output types | Dense |
|---|---|
| Dimensions | dense: 1,024 |
| Max sequence length | 8,192 |
| Inputs | text |
Benchmarks
CQADupstackPhysicsRetrieval
Duplicate question retrieval from StackExchange Physics
Corpus: 38,314 Queries: 1,039
Quality
ndcg at 10 0.5022
map at 10 0.4402
mrr at 10 0.4980
CosQA
Code search with natural language queries
Corpus: 6,267 Queries: 500
Quality
ndcg at 10 0.3556
map at 10 0.2771
mrr at 10 0.3065
FiQA2018
Financial opinion mining and question answering
Corpus: 57,599 Queries: 648
Quality
ndcg at 10 0.4532
map at 10 0.3736
mrr at 10 0.5254
LegalBenchConsumerContractsQA
Question answering on consumer contracts
Corpus: 153 Queries: 396
Quality
ndcg at 10 0.8079
map at 10 0.7605
mrr at 10 0.7626
NFCorpus
Biomedical literature search from NutritionFacts.org
Corpus: 3,593 Queries: 323
Quality
ndcg at 10 0.3519
map at 10 0.1325
mrr at 10 0.5616
SCIDOCS
Citation prediction, document classification, and recommendation for scientific papers
Corpus: 25,656 Queries: 1,000
Quality
ndcg at 10 0.2025
map at 10 0.1201
mrr at 10 0.3434
SciFact
Scientific claim verification using research literature
Corpus: 5,183 Queries: 300
Quality
ndcg at 10 0.7107
map at 10 0.6644
mrr at 10 0.6774
StackOverflowQA
Programming question answering from Stack Overflow
Corpus: 19,931 Queries: 1,994
Quality
ndcg at 10 0.8694
map at 10 0.8477
mrr at 10 0.8477
Compare (0)Compare →