Top models by downloads

all-MiniLM-L6-v2

ssentence-transformers

sentence similarity · sentence-transformers · Base model: nreimers/MiniLM-L6-H384-uncased · en

23M183.8M6.1KUpdated Jun 1, 2026
Embeddings

paraphrase-multilingual-MiniLM-L12-v2

ssentence-transformers

sentence similarity · sentence-transformers · multilingual, ar, bg, ca, cs, da, de, el, en, es, et, fa, fi, fr, gl, gu, he, hi, hr, hu, hy, id, it, ja, ka, ko, ku, lt, lv, mk, mn, mr, ms, my, nb, nl, pl, pt, ro, ru, sk, sl, sq, sr, sv, th, tr, uk, ur, vi

118M28.9M1.5KUpdated Jan 28, 2026
Embeddings

all-mpnet-base-v2

ssentence-transformers

sentence similarity · sentence-transformers · en

109M20.1M1.4KUpdated Aug 19, 2025
Embeddings

paraphrase-multilingual-mpnet-base-v2

ssentence-transformers

sentence similarity · sentence-transformers · multilingual, ar, bg, ca, cs, da, de, el, en, es, et, fa, fi, fr, gl, gu, he, hi, hr, hu, hy, id, it, ja, ka, ko, ku, lt, lv, mk, mn, mr, ms, my, nb, nl, pl, pt, ro, ru, sk, sl, sq, sr, sv, th, tr, uk, ur, vi

278M9M554Updated Aug 19, 2025
Embeddings

all-distilroberta-v1

ssentence-transformers

sentence similarity · sentence-transformers · en

82M2.8M56Updated Mar 6, 2025
Embeddings

all-MiniLM-L12-v2

ssentence-transformers

sentence similarity · sentence-transformers · Base model: microsoft/MiniLM-L12-H384-uncased · en

33M2.4M352Updated Mar 31, 2026
Embeddings

distiluse-base-multilingual-cased-v1

ssentence-transformers

sentence similarity · sentence-transformers · multilingual, ar, zh, nl, en, fr, de, it, ko, pl, pt, ru, es, tr

135M1.6M146Updated Mar 6, 2025
Embeddings

multi-qa-mpnet-base-dot-v1

ssentence-transformers

sentence similarity · sentence-transformers · en

109M1.5M207Updated Aug 19, 2025
Embeddings

paraphrase-mpnet-base-v2

ssentence-transformers

sentence similarity · sentence-transformers

109M1.5M60Updated Aug 19, 2025
Embeddings

paraphrase-MiniLM-L6-v2

ssentence-transformers

sentence similarity · sentence-transformers

23M1.5M164Updated Mar 6, 2025
Embeddings

distiluse-base-multilingual-cased-v2

ssentence-transformers

sentence similarity · sentence-transformers · multilingual, ar, bg, ca, cs, da, de, el, en, es, et, fa, fi, fr, gl, gu, he, hi, hr, hu, hy, id, it, ja, ka, ko, ku, lt, lv, mk, mn, mr, ms, my, nb, nl, pl, pt, ro, ru, sk, sl, sq, sr, sv, th, tr, uk, ur, vi

135M931.8K220Updated Mar 6, 2025
Embeddings

LaBSE

ssentence-transformers

sentence similarity · sentence-transformers · multilingual, af, sq, am, ar, hy, as, az, eu, be, bn, bs, bg, my, ca, ceb, zh, co, hr, cs, da, nl, en, eo, et, fi, fr, fy, gl, ka, de, el, gu, ht, ha, haw, he, hi, hmn, hu, is, ig, id, ga, it, ja, jv, kn, kk, km, rw, ko, ku, ky, lo, la, lv, lt, lb, mk, mg, ms, ml, mt, mi, mr, mn, ne, no, ny, or, fa, pl, pt, pa, ro, ru, sm, gd, sr, st, sn, si, sk, sl, so, es, su, sw, sv, tl, tg, ta, tt, te, th, bo, tr, tk, ug, uk, ur, uz, vi, cy, wo, xh, yi, yo, zu

471M803.5K352Updated Mar 6, 2025
Embeddings

paraphrase-MiniLM-L3-v2

ssentence-transformers

sentence similarity · sentence-transformers

17M703K31Updated Mar 6, 2025
Embeddings

multi-qa-MiniLM-L6-cos-v1

ssentence-transformers

sentence similarity · sentence-transformers · en

23M610.5K138Updated Nov 5, 2024
Embeddings

all-roberta-large-v1

ssentence-transformers

sentence similarity · sentence-transformers · en

355M599.7K66Updated Mar 6, 2025
Embeddings

paraphrase-albert-small-v2

ssentence-transformers

sentence similarity · sentence-transformers

12M533K11Updated Mar 6, 2025
Embeddings

msmarco-bert-base-dot-v5

ssentence-transformers

sentence similarity · sentence-transformers · en

109M523.3K21Updated Mar 6, 2025
Embeddings

nli-mpnet-base-v2

ssentence-transformers

sentence similarity · sentence-transformers

109M433.1K15Updated Aug 19, 2025
Embeddings

bert-base-nli-mean-tokens

ssentence-transformers

sentence similarity · sentence-transformers

109M294.3K40Updated Mar 6, 2025
Embeddings

msmarco-MiniLM-L6-v3

ssentence-transformers

sentence similarity · sentence-transformers

23M280.8K16Updated Mar 6, 2025
Embeddings

multi-qa-MiniLM-L6-dot-v1

ssentence-transformers

sentence similarity · sentence-transformers · en

23M267.7K17Updated Nov 5, 2024
Embeddings

msmarco-distilbert-base-tas-b

ssentence-transformers

sentence similarity · sentence-transformers · en

66M185.9K43Updated Mar 6, 2025
Embeddings

msmarco-MiniLM-L12-cos-v5

ssentence-transformers

sentence similarity · sentence-transformers · en

33M169.4K10Updated Nov 5, 2024
Embeddings

paraphrase-MiniLM-L12-v2

ssentence-transformers

sentence similarity · sentence-transformers

33M156.4K7Updated Mar 6, 2025
Embeddings

distilbert-base-nli-stsb-mean-tokens

ssentence-transformers

sentence similarity · sentence-transformers

66M152.9K11Updated Mar 6, 2025
Embeddings

sentence-t5-base

ssentence-transformers

sentence similarity · sentence-transformers · en

110M129.9K51Updated Mar 6, 2025
Embeddings

paraphrase-xlm-r-multilingual-v1

ssentence-transformers

sentence similarity · sentence-transformers

278M125.6K71Updated Mar 6, 2025
Embeddings

multi-qa-mpnet-base-cos-v1

ssentence-transformers

sentence similarity · sentence-transformers · en

109M116.4K42Updated Aug 19, 2025
Embeddings

clip-ViT-B-32-multilingual-v1

ssentence-transformers

sentence similarity · sentence-transformers · multilingual

135M106.1K195Updated Nov 5, 2024
Embeddings

msmarco-distilbert-base-v4

ssentence-transformers

sentence similarity · sentence-transformers

66M81.5K12Updated Mar 6, 2025
Embeddings