Model: RedHatAI/bge-large-en-v1.5-sparse
Author: RedHatAI
Pipeline: feature-extraction
Library: transformers
Tags: transformers, onnx, bert, feature-extraction, sparse sparsity quantized onnx embeddings int8, mteb, en, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: license: mit
language: en
tags: sparse sparsity quantized onnx embeddings int8, mteb
model-index: name: bge-large-en-v1.5-sparse
results: task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 87.73305831153709
verified: no, type: cos_sim_spearman
value: 85.64351771070989
verified: no, type: euclidean_pearson
value: 86.06880877736519
verified: no, type: euclidean_spearman
value: 85.60676988543395
verified: no, type: manhattan_pearson
value: 85.69108036145253
verified: no, type: manhattan_spearman
value: 85.05314281283421
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 85.61833776000717
verified: no, type: cos_sim_spearman
value: 80.73718686921521
verified: no, type: euclidean_pearson
value: 83.9368704709159
verified: no, type: euclidean_spearman
value: 80.64477415487963
verified: no, type: manhattan_pearson
value: 83.92383757341743
verified: no, type: manhattan_spearman
value: 80.59625506933862
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 83.81272888013494
verified: no, type: cos_sim_spearman
value: 76.07038564455931
verified: no, type: euclidean_pearson
value: 80.33676600912023
verified: no, type: euclidean_spearman
value: 75.86575335744111
verified: no, type: manhattan_pearson
value: 80.36973770593211
verified: no, type: manhattan_spearman
value: 75.88787860200954
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 85.58781524090651
verified: no, type: cos_sim_spearman
value: 86.80508359626748
verified: no, type: euclidean_pearson
value: 85.22891409219575
verified: no, type: euclidean_spearman
value: 85.78295876926319
verified: no, type: manhattan_pearson
value: 85.2193177032458
verified: no, type: manhattan_spearman
value: 85.74049940198427
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 84.0862821699066
verified: no, type: cos_sim_spearman
value: 81.67856196476185
verified: no, type: euclidean_pearson
value: 83.38475353138897
verified: no, type: euclidean_spearman
value: 81.45279784228292
verified: no, type: manhattan_pearson
value: 83.29235221714131
verified: no, type: manhattan_spearman
value: 81.3971683104493
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 87.44459051393112
verified: no, type: cos_sim_spearman
value: 88.74673154561383
verified: no, type: euclidean_pearson
value: 88.13112382236628
verified: no, type: euclidean_spearman
value: 88.56241954487271
verified: no, type: manhattan_pearson
value: 88.11098632041256
verified: no, type: manhattan_spearman
value: 88.55607051247829
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 82.8825746257794
verified: no, type: cos_sim_spearman
value: 84.6066555379785
verified: no, type: euclidean_pearson
value: 84.12438131112606
verified: no, type: euclidean_spearman
value: 84.75862802179907
verified: no, type: manhattan_pearson
value: 84.12791217960807
verified: no, type: manhattan_spearman
value: 84.7739597139034
verified: no, task: type: STS
dataset: type: mteb/sts17-crosslingual-sts
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 89.19971502207773
verified: no, type: cos_sim_spearman
value: 89.75109780507901
verified: no, type: euclidean_pearson
value: 89.5913898113725
verified: no, type: euclidean_spearman
value: 89.20244860773123
verified: no, type: manhattan_pearson
value: 89.68755363801112
verified: no, type: manhattan_spearman
value: 89.3105024782381
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 61.73885819503523
verified: no, type: cos_sim_spearman
value: 64.09521607825829
verified: no, type: euclidean_pearson
value: 64.22116001518724
verified: no, type: euclidean_spearman
value: 63.84189650719827
verified: no, type: manhattan_pearson
value: 64.23930191730729
verified: no, type: manhattan_spearman
value: 63.7536172795383
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 85.68505574064375
verified: no, type: cos_sim_spearman
value: 86.87614324154406
verified: no, type: euclidean_pearson
value: 86.96751967489614
verified: no, type: euclidean_spearman
value: 86.78979082790067
verified: no, type: manhattan_pearson
value: 86.92578795715433
verified: no, type: manhattan_spearman
value: 86.74076104131726
verified: no, task: type: PairClassification
dataset: type: mteb/sprintduplicatequestions-pairclassification
name: MTEB SprintDuplicateQuestions
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.80990099009901
verified: no, type: cos_sim_ap
value: 95.00187845875503
verified: no, type: cos_sim_f1
value: 90.37698412698413
verified: no, type: cos_sim_precision
value: 89.66535433070865
verified: no, type: cos_sim_recall
value: 91.10000000000001
verified: no, type: dot_accuracy
value: 99.63366336633663
verified: no, type: dot_ap
value: 87.6642728041652
verified: no, type: dot_f1
value: 81.40803173029252
verified: no, type: dot_precision
value: 80.7276302851524
verified: no, type: dot_recall
value: 82.1
verified: no, type: euclidean_accuracy
value: 99.8079207920792
verified: no, type: euclidean_ap
value: 94.88531851782375
verified: no, type: euclidean_f1
value: 90.49019607843137
verified: no, type: euclidean_precision
value: 88.75
verified: no, type: euclidean_recall
value: 92.30000000000001
verified: no, type: manhattan_accuracy
value: 99.81188118811882
verified: no, type: manhattan_ap
value: 94.87944331919043
verified: no, type: manhattan_f1
value: 90.5
verified: no, type: manhattan_precision
value: 90.5
verified: no, type: manhattan_recall
value: 90.5
verified: no, type: max_accuracy
value: 99.81188118811882
verified: no, type: max_ap
value: 95.00187845875503
verified: no, type: max_f1
value: 90.5
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 86.3861238600465
verified: no, type: cos_sim_ap
value: 74.50058066578084
verified: no, type: cos_sim_f1
value: 69.25949774629748
verified: no, type: cos_sim_precision
value: 67.64779874213836
verified: no, type: cos_sim_recall
value: 70.94986807387863
verified: no, type: dot_accuracy
value: 81.57000655659535
verified: no, type: dot_ap
value: 59.10193583653485
verified: no, type: dot_f1
value: 58.39352155832786
verified: no, type: dot_precision
value: 49.88780852655198
verified: no, type: dot_recall
value: 70.3957783641161
verified: no, type: euclidean_accuracy
value: 86.37420277761221
verified: no, type: euclidean_ap
value: 74.41671247141966
verified: no, type: euclidean_f1
value: 69.43907156673114
verified: no, type: euclidean_precision
value: 64.07853636769299
verified: no, type: euclidean_recall
value: 75.77836411609499
verified: no, type: manhattan_accuracy
value: 86.30267628300649
verified: no, type: manhattan_ap
value: 74.34438603336339
verified: no, type: manhattan_f1
value: 69.41888619854721
verified: no, type: manhattan_precision
value: 64.13870246085011
verified: no, type: manhattan_recall
value: 75.64643799472296
verified: no, type: max_accuracy
value: 86.3861238600465
verified: no, type: max_ap
value: 74.50058066578084
verified: no, type: max_f1
value: 69.43907156673114
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 88.87530562347187
verified: no, type: cos_sim_ap
value: 85.69496469410068
verified: no, type: cos_sim_f1
value: 77.96973052787007
verified: no, type: cos_sim_precision
value: 74.8900865125514
verified: no, type: cos_sim_recall
value: 81.3135201724669
verified: no, type: dot_accuracy
value: 86.70780455621532
verified: no, type: dot_ap
value: 80.03489678512908
verified: no, type: dot_f1
value: 73.26376129933124
verified: no, type: dot_precision
value: 70.07591733445804
verified: no, type: dot_recall
value: 76.75546658453958
verified: no, type: euclidean_accuracy
value: 88.85978189156674
verified: no, type: euclidean_ap
value: 85.67894953317325
verified: no, type: euclidean_f1
value: 78.04295942720763
verified: no, type: euclidean_precision
value: 75.67254845241538
verified: no, type: euclidean_recall
value: 80.56667693255312
verified: no, type: manhattan_accuracy
value: 88.88306748942446
verified: no, type: manhattan_ap
value: 85.66556510677526
verified: no, type: manhattan_f1
value: 78.06278290950576
verified: no, type: manhattan_precision
value: 74.76912231230173
verified: no, type: manhattan_recall
value: 81.65999384046813
verified: no, type: max_accuracy
value: 88.88306748942446
verified: no, type: max_ap
value: 85.69496469410068
verified: no, type: max_f1
value: 78.06278290950576
verified: no
Likes: 3 | All-time downloads: 32012
Created: 2023-10-03 14:13:35