mixedbread-ai/mxbai-rerank-large-v2 (Score)

The crispy rerank family from Mixedbread.

Architecture

Qwen2

Parameters

1.5B

Tasks

Score

Outputs

Score

Max Sequence Length

8,192 tokens

License

apache-2.0

Languages

af, am, ar, as, az, be, bg, bn, br, bs, ca, cs, cy, da, de, el, en, eo, es, et, eu, fa, ff, fi, fr, fy, ga, gd, gl, gn, gu, ha, he, hi, hr, ht, hu, hy, id, ig, is, it, ja, jv, ka, kk, km, kn, ko, ku, ky, la, lg, li, ln, lo, lt, lv, mg, mk, ml, mn, mr, ms, my, ne, nl, no, ns, om, or, pa, pl, ps, pt, qu, rm, ro, ru, sa, sc, sd, si, sk, sl, so, sq, sr, ss, su, sv, sw, ta, te, th, tl, tn, tr, ug, uk, ur, uz, vi, wo, xh, yi, yo, zh, zu

View on HuggingFace →

Benchmarks

CosQA

technology retrieval en

Code search with natural language queries

Corpus: 6,267 Queries: 500

Performance L4 b1 c16

Query 1.9K tok/s

Query p50 535.4ms

Reference →

FiQA2018

finance retrieval en

Financial opinion mining and question answering

Corpus: 57,599 Queries: 648

Performance L4 b1 c16

Query 1.3K tok/s

Query p50 1.4s

Reference →

LegalBenchConsumerContractsQA

legal retrieval en

Question answering on consumer contracts

Corpus: 153 Queries: 396

Performance L4 b1 c16

Query 7.5K tok/s

Query p50 767.2ms

Reference →

NFCorpus

medical retrieval en

Biomedical literature search from NutritionFacts.org

Corpus: 3,593 Queries: 323

Performance L4 b1 c16

Query 2.3K tok/s

Query p50 1.7s

Reference →

SciFact

scientific retrieval en

Scientific claim verification using research literature

Corpus: 5,183 Queries: 300

Performance L4 b1 c16

Query 2.2K tok/s

Query p50 1.7s

Reference →

Benchmarks

CosQA

FiQA2018

LegalBenchConsumerContractsQA

NFCorpus

SciFact

Self-hosted inference for search & document processing