Salesforce/SFR-Embedding-Mistral
Primitive: /encode · Encode ·
Mistral
Salesforce/SFR-Embedding-Mistral
Dense
Overview
Hardware: — drives latency, throughput & cost
| Size | 7.1B params |
|---|---|
| Tasks | /encode |
| License | cc-by-nc-4.0 |
| Languages | en |
| Latency | 888 ms |
| Throughput | 3.0K tok/s |
| Cost | $0.075 /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 | 4,096 |
| Inputs | text |
Benchmarks
NFCorpus
Biomedical literature search from NutritionFacts.org
Corpus: 3,593 Queries: 323
Quality
ndcg at 10 0.4085
map at 10 0.1569
mrr at 10 0.6199
Performance L4 b1 c16
Corpus 3.1K tok/s
Corpus p50 1.1s
Query 211 tok/s
Query p50 232.1ms
NanoFiQA2018Retrieval
Smaller subset of the FiQA financial QA dataset
Quality
ndcg at 10 0.6164
map at 10 0.5492
mrr at 10 0.6472
Performance L4 b1 c16
Corpus 2.9K tok/s
Corpus p50 673.6ms
Query 466 tok/s
Query p50 227.6ms
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