jinaai/jina-reranker-v2-base-multilingual
Primitive: /score · Score ·
XLM-RoBERTa
Trained by Jina AI.
Multilingual
Overview
Hardware: — drives latency, throughput & cost
| Size | 278M params |
|---|---|
| Tasks | /score |
| License | cc-by-nc-4.0 |
| Languages | multilingual |
| Latency | 38 ms |
| Throughput | 29.0K tok/s |
| Cost | $0.0077 /1M tok |
Cost is approximate — computed from list GPU prices; your actual price depends on the provider you deploy SIE with.
Scoring
| Inputs | text |
|---|---|
| Max sequence length | 1,024 |
Benchmarks
AskUbuntuDupQuestions
Duplicate question detection from AskUbuntu
Corpus: 6,743 Queries: 360
Quality
ndcg at 10 0.6546
map at 10 0.5008
mrr at 10 0.7429
Performance L4 b1 c16
Query 8.3K tok/s
Query p50 32.0ms
CMedQAv1Reranking
Chinese medical question answering reranking (v1)
Corpus: 100,000 Queries: 2,000
Quality
map at 10 0.2034
mrr at 10 0.2747
CMedQAv2Reranking
Chinese medical question answering reranking (v2)
Corpus: 108,000 Queries: 4,000
Quality
map at 10 0.2063
mrr at 10 0.2837
MMarcoReranking
Multilingual MARCO passage reranking (Chinese)
Quality
map at 10 0.3433
mrr at 10 0.3622
Performance L4 b1 c16
Compare (0)Compare →