Salesforce/SFR-Embedding-2_R
Primitive: /encode · Encode ·
Mistral
Salesforce/SFR-Embedding-2_R
Long contextDense
Overview
Hardware: — drives latency, throughput & cost
| Size | 7.1B params |
|---|---|
| Tasks | /encode |
| License | cc-by-nc-4.0 |
| Languages | en |
| Latency | 682 ms |
| Throughput | 2.9K tok/s |
| Cost | $0.076 /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: 4,096 |
| Max sequence length | 32,768 |
| Inputs | text |
Benchmarks
NFCorpus
Biomedical literature search from NutritionFacts.org
Corpus: 3,593 Queries: 323
Quality
ndcg at 10 0.4285
map at 10 0.1692
mrr at 10 0.6300
NanoFiQA2018Retrieval
Smaller subset of the FiQA financial QA dataset
Quality
ndcg at 10 0.6468
map at 10 0.5714
mrr at 10 0.6532
Performance L4 b1 c16
Corpus 2.9K tok/s
Corpus p50 682.5ms
Query 457 tok/s
Query p50 238.4ms
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