Instructions to use minishlab/M2V_base_glove with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Model2Vec
How to use minishlab/M2V_base_glove with Model2Vec:
from model2vec import StaticModel model = StaticModel.from_pretrained("minishlab/M2V_base_glove") - sentence-transformers
How to use minishlab/M2V_base_glove with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("minishlab/M2V_base_glove") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
base_model: BAAI/bge-base-en-v1.5
language:
- en
library_name: model2vec
license: mit
model-index:
- name: M2V_base_glove
results:
- dataset:
config: en-ext
name: MTEB AmazonCounterfactualClassification (en-ext)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics:
- type: accuracy
value: 65.65217391304347
- type: ap
value: 17.836356075619893
- type: ap_weighted
value: 17.836356075619893
- type: f1
value: 54.37306111606638
- type: f1_weighted
value: 72.23675193582666
- type: main_score
value: 65.65217391304347
task:
type: Classification
- dataset:
config: en
name: MTEB AmazonCounterfactualClassification (en)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics:
- type: accuracy
value: 67.19402985074628
- type: ap
value: 30.94305233770745
- type: ap_weighted
value: 30.94305233770745
- type: f1
value: 61.69517242961607
- type: f1_weighted
value: 70.41137216914223
- type: main_score
value: 67.19402985074628
task:
type: Classification
- dataset:
config: default
name: MTEB AmazonPolarityClassification (default)
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics:
- type: accuracy
value: 68.45135
- type: ap
value: 63.48441586885817
- type: ap_weighted
value: 63.48441586885817
- type: f1
value: 67.81657156872735
- type: f1_weighted
value: 67.81657156872735
- type: main_score
value: 68.45135
task:
type: Classification
- dataset:
config: en
name: MTEB AmazonReviewsClassification (en)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics:
- type: accuracy
value: 31.838
- type: f1
value: 31.4067444768528
- type: f1_weighted
value: 31.4067444768528
- type: main_score
value: 31.838
task:
type: Classification
- dataset:
config: default
name: MTEB ArguAna (default)
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
metrics:
- type: main_score
value: 33.774
- type: map_at_1
value: 17.212
- type: map_at_10
value: 27.572000000000003
- type: map_at_100
value: 28.756999999999998
- type: map_at_1000
value: 28.826
- type: map_at_20
value: 28.275
- type: map_at_3
value: 24.064
- type: map_at_5
value: 25.909
- type: mrr_at_1
value: 17.56756756756757
- type: mrr_at_10
value: 27.708206326627337
- type: mrr_at_100
value: 28.89290919456729
- type: mrr_at_1000
value: 28.96196792349176
- type: mrr_at_20
value: 28.411079006850485
- type: mrr_at_3
value: 24.182076813655733
- type: mrr_at_5
value: 26.045519203413875
- type: nauc_map_at_1000_diff1
value: 8.485123367352873
- type: nauc_map_at_1000_max
value: -0.9193979953494795
- type: nauc_map_at_1000_std
value: 15.100068482294574
- type: nauc_map_at_100_diff1
value: 8.519325841728035
- type: nauc_map_at_100_max
value: -0.8956256416288586
- type: nauc_map_at_100_std
value: 15.147231104798806
- type: nauc_map_at_10_diff1
value: 8.380916599430705
- type: nauc_map_at_10_max
value: -0.9917288035736084
- type: nauc_map_at_10_std
value: 14.761940291815831
- type: nauc_map_at_1_diff1
value: 9.060503842089553
- type: nauc_map_at_1_max
value: -4.8081298761261655
- type: nauc_map_at_1_std
value: 11.125316223515181
- type: nauc_map_at_20_diff1
value: 8.516487295524888
- type: nauc_map_at_20_max
value: -0.8417277704421139
- type: nauc_map_at_20_std
value: 15.101334311163782
- type: nauc_map_at_3_diff1
value: 7.922067336816303
- type: nauc_map_at_3_max
value: -2.2211217686219347
- type: nauc_map_at_3_std
value: 12.687891894715243
- type: nauc_map_at_5_diff1
value: 7.407423493480417
- type: nauc_map_at_5_max
value: -2.4578439857602445
- type: nauc_map_at_5_std
value: 13.543477676837792
- type: nauc_mrr_at_1000_diff1
value: 7.318853326158743
- type: nauc_mrr_at_1000_max
value: -0.74537688800884
- type: nauc_mrr_at_1000_std
value: 14.72062445798488
- type: nauc_mrr_at_100_diff1
value: 7.35529594869805
- type: nauc_mrr_at_100_max
value: -0.722109219876811
- type: nauc_mrr_at_100_std
value: 14.768290519037613
- type: nauc_mrr_at_10_diff1
value: 7.21492350238724
- type: nauc_mrr_at_10_max
value: -0.8670677275648112
- type: nauc_mrr_at_10_std
value: 14.38960682092002
- type: nauc_mrr_at_1_diff1
value: 7.5570385779405775
- type: nauc_mrr_at_1_max
value: -3.16483196648834
- type: nauc_mrr_at_1_std
value: 10.218393597427989
- type: nauc_mrr_at_20_diff1
value: 7.335130620378978
- type: nauc_mrr_at_20_max
value: -0.6993053791581448
- type: nauc_mrr_at_20_std
value: 14.708624057565162
- type: nauc_mrr_at_3_diff1
value: 6.613680793028679
- type: nauc_mrr_at_3_max
value: -2.2272295185954625
- type: nauc_mrr_at_3_std
value: 12.388157171198323
- type: nauc_mrr_at_5_diff1
value: 6.212985461013579
- type: nauc_mrr_at_5_max
value: -2.338470059431682
- type: nauc_mrr_at_5_std
value: 13.240099646562145
- type: nauc_ndcg_at_1000_diff1
value: 8.840275201346746
- type: nauc_ndcg_at_1000_max
value: 0.6647417450383817
- type: nauc_ndcg_at_1000_std
value: 17.8564730922891
- type: nauc_ndcg_at_100_diff1
value: 9.762676212675903
- type: nauc_ndcg_at_100_max
value: 1.4262377536189703
- type: nauc_ndcg_at_100_std
value: 19.4795643393269
- type: nauc_ndcg_at_10_diff1
value: 9.188741734944518
- type: nauc_ndcg_at_10_max
value: 1.3802584933742896
- type: nauc_ndcg_at_10_std
value: 17.506067996460327
- type: nauc_ndcg_at_1_diff1
value: 9.060503842089553
- type: nauc_ndcg_at_1_max
value: -4.8081298761261655
- type: nauc_ndcg_at_1_std
value: 11.125316223515181
- type: nauc_ndcg_at_20_diff1
value: 9.746204603745053
- type: nauc_ndcg_at_20_max
value: 1.788309512869953
- type: nauc_ndcg_at_20_std
value: 18.9423764949264
- type: nauc_ndcg_at_3_diff1
value: 7.774791913420696
- type: nauc_ndcg_at_3_max
value: -1.597066965567201
- type: nauc_ndcg_at_3_std
value: 13.176494210176115
- type: nauc_ndcg_at_5_diff1
value: 6.842522112636893
- type: nauc_ndcg_at_5_max
value: -1.973068438869888
- type: nauc_ndcg_at_5_std
value: 14.57209872417026
- type: nauc_precision_at_1000_diff1
value: -3.0834719469656173
- type: nauc_precision_at_1000_max
value: 14.451702830586255
- type: nauc_precision_at_1000_std
value: 54.77279828687448
- type: nauc_precision_at_100_diff1
value: 18.013952140209113
- type: nauc_precision_at_100_max
value: 13.365490775657305
- type: nauc_precision_at_100_std
value: 46.774497474558906
- type: nauc_precision_at_10_diff1
value: 12.087879006855367
- type: nauc_precision_at_10_max
value: 8.577753066338223
- type: nauc_precision_at_10_std
value: 25.83055948986621
- type: nauc_precision_at_1_diff1
value: 9.060503842089553
- type: nauc_precision_at_1_max
value: -4.8081298761261655
- type: nauc_precision_at_1_std
value: 11.125316223515181
- type: nauc_precision_at_20_diff1
value: 14.837517107092523
- type: nauc_precision_at_20_max
value: 10.825098623940823
- type: nauc_precision_at_20_std
value: 33.07428383738506
- type: nauc_precision_at_3_diff1
value: 7.454307392090738
- type: nauc_precision_at_3_max
value: -0.07600576651425912
- type: nauc_precision_at_3_std
value: 14.401150268962715
- type: nauc_precision_at_5_diff1
value: 5.3722482323229945
- type: nauc_precision_at_5_max
value: -0.8401775506949162
- type: nauc_precision_at_5_std
value: 17.210282537073585
- type: nauc_recall_at_1000_diff1
value: -3.0834719469653953
- type: nauc_recall_at_1000_max
value: 14.451702830586296
- type: nauc_recall_at_1000_std
value: 54.77279828687437
- type: nauc_recall_at_100_diff1
value: 18.013952140209057
- type: nauc_recall_at_100_max
value: 13.365490775657346
- type: nauc_recall_at_100_std
value: 46.77449747455887
- type: nauc_recall_at_10_diff1
value: 12.08787900685538
- type: nauc_recall_at_10_max
value: 8.577753066338186
- type: nauc_recall_at_10_std
value: 25.830559489866182
- type: nauc_recall_at_1_diff1
value: 9.060503842089553
- type: nauc_recall_at_1_max
value: -4.8081298761261655
- type: nauc_recall_at_1_std
value: 11.125316223515181
- type: nauc_recall_at_20_diff1
value: 14.837517107092587
- type: nauc_recall_at_20_max
value: 10.825098623940837
- type: nauc_recall_at_20_std
value: 33.07428383738506
- type: nauc_recall_at_3_diff1
value: 7.45430739209076
- type: nauc_recall_at_3_max
value: -0.07600576651424053
- type: nauc_recall_at_3_std
value: 14.401150268962763
- type: nauc_recall_at_5_diff1
value: 5.372248232322972
- type: nauc_recall_at_5_max
value: -0.8401775506949434
- type: nauc_recall_at_5_std
value: 17.210282537073567
- type: ndcg_at_1
value: 17.212
- type: ndcg_at_10
value: 33.774
- type: ndcg_at_100
value: 39.648
- type: ndcg_at_1000
value: 41.557
- type: ndcg_at_20
value: 36.317
- type: ndcg_at_3
value: 26.439
- type: ndcg_at_5
value: 29.787000000000003
- type: precision_at_1
value: 17.212
- type: precision_at_10
value: 5.377
- type: precision_at_100
value: 0.814
- type: precision_at_1000
value: 0.097
- type: precision_at_20
value: 3.19
- type: precision_at_3
value: 11.119
- type: precision_at_5
value: 8.307
- type: recall_at_1
value: 17.212
- type: recall_at_10
value: 53.769999999999996
- type: recall_at_100
value: 81.437
- type: recall_at_1000
value: 96.65700000000001
- type: recall_at_20
value: 63.798
- type: recall_at_3
value: 33.357
- type: recall_at_5
value: 41.536
task:
type: Retrieval
- dataset:
config: default
name: MTEB ArxivClusteringP2P (default)
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
split: test
type: mteb/arxiv-clustering-p2p
metrics:
- type: main_score
value: 36.269773496288245
- type: v_measure
value: 36.269773496288245
- type: v_measure_std
value: 14.198119547704884
task:
type: Clustering
- dataset:
config: default
name: MTEB ArxivClusteringS2S (default)
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
split: test
type: mteb/arxiv-clustering-s2s
metrics:
- type: main_score
value: 26.49448515145058
- type: v_measure
value: 26.49448515145058
- type: v_measure_std
value: 14.782872832774022
task:
type: Clustering
- dataset:
config: default
name: MTEB AskUbuntuDupQuestions (default)
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
split: test
type: mteb/askubuntudupquestions-reranking
metrics:
- type: main_score
value: 52.88598975544666
- type: map
value: 52.88598975544666
- type: mrr
value: 67.66906300839818
- type: nAUC_map_diff1
value: 10.49901867802098
- type: nAUC_map_max
value: 16.22592076548971
- type: nAUC_map_std
value: 8.364041971796572
- type: nAUC_mrr_diff1
value: 9.318385742328429
- type: nAUC_mrr_max
value: 25.360931571595074
- type: nAUC_mrr_std
value: 10.230339410350053
task:
type: Reranking
- dataset:
config: default
name: MTEB BIOSSES (default)
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
split: test
type: mteb/biosses-sts
metrics:
- type: cosine_pearson
value: 63.84878372119195
- type: cosine_spearman
value: 65.856922281397
- type: euclidean_pearson
value: 40.02875369629121
- type: euclidean_spearman
value: 49.260760994073486
- type: main_score
value: 65.856922281397
- type: manhattan_pearson
value: 39.167512785706535
- type: manhattan_spearman
value: 49.23786890619668
- type: pearson
value: 63.84878372119195
- type: spearman
value: 65.856922281397
task:
type: STS
- dataset:
config: default
name: MTEB Banking77Classification (default)
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
split: test
type: mteb/banking77
metrics:
- type: accuracy
value: 72.38961038961038
- type: f1
value: 72.56423030958749
- type: f1_weighted
value: 72.5642303095875
- type: main_score
value: 72.38961038961038
task:
type: Classification
- dataset:
config: default
name: MTEB BiorxivClusteringP2P (default)
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
split: test
type: mteb/biorxiv-clustering-p2p
metrics:
- type: main_score
value: 32.25731264202783
- type: v_measure
value: 32.25731264202783
- type: v_measure_std
value: 0.6180162953967675
task:
type: Clustering
- dataset:
config: default
name: MTEB BiorxivClusteringS2S (default)
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
split: test
type: mteb/biorxiv-clustering-s2s
metrics:
- type: main_score
value: 22.338013507954145
- type: v_measure
value: 22.338013507954145
- type: v_measure_std
value: 0.8858915900286259
task:
type: Clustering
- dataset:
config: default
name: MTEB CQADupstackAndroidRetrieval (default)
revision: f46a197baaae43b4f621051089b82a364682dfeb
split: test
type: mteb/cqadupstack-android
metrics:
- type: main_score
value: 27.422
- type: map_at_1
value: 15.805
- type: map_at_10
value: 22.539
- type: map_at_100
value: 23.580000000000002
- type: map_at_1000
value: 23.724999999999998
- type: map_at_20
value: 22.979
- type: map_at_3
value: 19.824
- type: map_at_5
value: 21.23
- type: mrr_at_1
value: 20.171673819742487
- type: mrr_at_10
value: 27.032552172037143
- type: mrr_at_100
value: 27.87771584885484
- type: mrr_at_1000
value: 27.958914975599175
- type: mrr_at_20
value: 27.424591091295408
- type: mrr_at_3
value: 24.58273724368146
- type: mrr_at_5
value: 25.82021936099191
- type: nauc_map_at_1000_diff1
value: 42.57030843164609
- type: nauc_map_at_1000_max
value: 27.21303919157657
- type: nauc_map_at_1000_std
value: -4.5260719947191825
- type: nauc_map_at_100_diff1
value: 42.58560170722753
- type: nauc_map_at_100_max
value: 27.172621592070005
- type: nauc_map_at_100_std
value: -4.608320819640847
- type: nauc_map_at_10_diff1
value: 43.20261782730561
- type: nauc_map_at_10_max
value: 27.17733501002295
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value: -4.853722954829147
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value: 50.4589534396627
- type: nauc_map_at_1_max
value: 31.98243028349231
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value: -5.994261367708959
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value: 42.738499762952614
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value: 27.143975463265175
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value: -4.806069582811075
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value: 44.56389669066582
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value: 26.833926287971416
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value: -4.955428514290965
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value: 43.86876315553915
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value: 27.333186284565176
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value: -5.074595359564486
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value: 39.63679192264147
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value: 26.234117053729133
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value: -2.3877696058349405
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value: 39.60055271322061
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value: 26.209241967136354
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value: -2.40172379518456
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value: 39.91403030715458
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value: 26.291376019365615
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value: -2.808990142924426
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value: 47.28788038819518
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value: 30.963706202382934
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value: -3.51497869942044
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value: 39.632871640502756
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value: 26.268767712675096
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value: -2.5995012134040913
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value: 41.59291827397769
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value: 26.377970945135985
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value: -2.260424527742146
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value: 40.660417345775265
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value: 26.53119326656918
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value: -2.6138936135502435
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value: 38.09235776641414
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value: 25.640060639600037
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value: -1.0492521706000484
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value: 37.58032591292403
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value: 25.227643635602963
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value: -2.062733211841763
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value: 39.5902476515199
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value: 25.54860574123993
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value: -3.945402600781258
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value: 47.28788038819518
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value: 30.963706202382934
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value: -3.51497869942044
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value: 38.21420502242327
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value: 25.36312552066329
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task:
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revision: CQADupstackRetrieval_is_a_combined_dataset
split: test
type: CQADupstackRetrieval_is_a_combined_dataset
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task:
type: Retrieval
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config: default
name: MTEB CQADupstackStatsRetrieval (default)
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
split: test
type: mteb/cqadupstack-stats
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task:
type: Retrieval
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config: default
name: MTEB CQADupstackTexRetrieval (default)
revision: 46989137a86843e03a6195de44b09deda022eec7
split: test
type: mteb/cqadupstack-tex
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task:
type: Retrieval
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config: default
name: MTEB CQADupstackUnixRetrieval (default)
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
split: test
type: mteb/cqadupstack-unix
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task:
type: Retrieval
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config: en
name: MTEB MTOPDomainClassification (en)
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
split: test
type: mteb/mtop_domain
metrics:
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value: 83.38736418641668
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value: 84.43991713227709
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value: 84.31828545371637
task:
type: Classification
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config: en
name: MTEB MTOPIntentClassification (en)
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
split: test
type: mteb/mtop_intent
metrics:
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value: 59.261285909712726
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value: 43.335913061506425
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value: 63.36236251957159
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value: 59.261285909712726
task:
type: Classification
- dataset:
config: en
name: MTEB MassiveIntentClassification (en)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
metrics:
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value: 59.94993764150179
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value: 61.52985711688419
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value: 61.160053799596504
task:
type: Classification
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config: en
name: MTEB MassiveScenarioClassification (en)
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
metrics:
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value: 65.59924532700467
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value: 66.16311668638237
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value: 65.94485541358439
task:
type: Classification
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config: default
name: MTEB MedrxivClusteringP2P (default)
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
split: test
type: mteb/medrxiv-clustering-p2p
metrics:
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value: 27.595368037128686
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task:
type: Clustering
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config: default
name: MTEB MedrxivClusteringS2S (default)
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
split: test
type: mteb/medrxiv-clustering-s2s
metrics:
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value: 23.37909671745749
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task:
type: Clustering
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config: default
name: MTEB MindSmallReranking (default)
revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
split: test
type: mteb/mind_small
metrics:
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task:
type: Reranking
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config: default
name: MTEB NFCorpus (default)
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
split: test
type: mteb/nfcorpus
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task:
type: Retrieval
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config: default
name: MTEB NQ (default)
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
split: test
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- type: nauc_precision_at_1_diff1
value: 18.916140092839388
- type: nauc_precision_at_1_max
value: 11.28382524462848
- type: nauc_precision_at_1_std
value: 7.4575969496971775
- type: nauc_precision_at_20_diff1
value: 8.352003454018947
- type: nauc_precision_at_20_max
value: 15.467696310306941
- type: nauc_precision_at_20_std
value: 19.25895187079644
- type: nauc_precision_at_3_diff1
value: 17.691306880096178
- type: nauc_precision_at_3_max
value: 10.139076766993572
- type: nauc_precision_at_3_std
value: 8.90413050013151
- type: nauc_precision_at_5_diff1
value: 13.143973705786955
- type: nauc_precision_at_5_max
value: 8.749700144288802
- type: nauc_precision_at_5_std
value: 11.136372587280404
- type: nauc_recall_at_1000_diff1
value: 6.304363095725838
- type: nauc_recall_at_1000_max
value: 21.169336566844237
- type: nauc_recall_at_1000_std
value: 32.09330745051374
- type: nauc_recall_at_100_diff1
value: 4.165661039426188
- type: nauc_recall_at_100_max
value: 16.139180608853625
- type: nauc_recall_at_100_std
value: 27.757831244843974
- type: nauc_recall_at_10_diff1
value: 10.495690478197298
- type: nauc_recall_at_10_max
value: 12.167459093833328
- type: nauc_recall_at_10_std
value: 14.254322684356577
- type: nauc_recall_at_1_diff1
value: 19.866068777666875
- type: nauc_recall_at_1_max
value: 11.770661936677659
- type: nauc_recall_at_1_std
value: 6.992466368743762
- type: nauc_recall_at_20_diff1
value: 8.776171330802653
- type: nauc_recall_at_20_max
value: 15.704340191560787
- type: nauc_recall_at_20_std
value: 18.923540881805714
- type: nauc_recall_at_3_diff1
value: 18.255717163312028
- type: nauc_recall_at_3_max
value: 10.28617567778892
- type: nauc_recall_at_3_std
value: 8.4013196603258
- type: nauc_recall_at_5_diff1
value: 13.539959991282688
- type: nauc_recall_at_5_max
value: 8.920008079822104
- type: nauc_recall_at_5_std
value: 10.908337371904086
- type: ndcg_at_1
value: 12.2
- type: ndcg_at_10
value: 11.145
- type: ndcg_at_100
value: 17.16
- type: ndcg_at_1000
value: 22.429
- type: ndcg_at_20
value: 13.017000000000001
- type: ndcg_at_3
value: 10.204
- type: ndcg_at_5
value: 9.182
- type: precision_at_1
value: 12.2
- type: precision_at_10
value: 5.88
- type: precision_at_100
value: 1.477
- type: precision_at_1000
value: 0.27499999999999997
- type: precision_at_20
value: 4.03
- type: precision_at_3
value: 9.6
- type: precision_at_5
value: 8.24
- type: recall_at_1
value: 2.483
- type: recall_at_10
value: 11.927
- type: recall_at_100
value: 29.947000000000003
- type: recall_at_1000
value: 55.797
- type: recall_at_20
value: 16.322
- type: recall_at_3
value: 5.848
- type: recall_at_5
value: 8.362
task:
type: Retrieval
- dataset:
config: default
name: MTEB SICK-R (default)
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
split: test
type: mteb/sickr-sts
metrics:
- type: cosine_pearson
value: 75.44317740316959
- type: cosine_spearman
value: 64.66033328975722
- type: euclidean_pearson
value: 65.32225778168542
- type: euclidean_spearman
value: 58.37263214991483
- type: main_score
value: 64.66033328975722
- type: manhattan_pearson
value: 65.50832595100484
- type: manhattan_spearman
value: 58.70461764721123
- type: pearson
value: 75.44317740316959
- type: spearman
value: 64.66033328975722
task:
type: STS
- dataset:
config: default
name: MTEB STS12 (default)
revision: a0d554a64d88156834ff5ae9920b964011b16384
split: test
type: mteb/sts12-sts
metrics:
- type: cosine_pearson
value: 75.27179637130625
- type: cosine_spearman
value: 64.63642414925371
- type: euclidean_pearson
value: 57.60541573965394
- type: euclidean_spearman
value: 54.16675402216673
- type: main_score
value: 64.63642414925371
- type: manhattan_pearson
value: 57.61916313400251
- type: manhattan_spearman
value: 54.187861798376346
- type: pearson
value: 75.27179637130625
- type: spearman
value: 64.63642414925371
task:
type: STS
- dataset:
config: default
name: MTEB STS13 (default)
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
split: test
type: mteb/sts13-sts
metrics:
- type: cosine_pearson
value: 76.65670145290832
- type: cosine_spearman
value: 77.9790218678965
- type: euclidean_pearson
value: 55.69048686852492
- type: euclidean_spearman
value: 56.915278453300886
- type: main_score
value: 77.9790218678965
- type: manhattan_pearson
value: 56.04078388415448
- type: manhattan_spearman
value: 57.24479867581495
- type: pearson
value: 76.65670145290832
- type: spearman
value: 77.9790218678965
task:
type: STS
- dataset:
config: default
name: MTEB STS14 (default)
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
split: test
type: mteb/sts14-sts
metrics:
- type: cosine_pearson
value: 72.6084144444495
- type: cosine_spearman
value: 70.08415685571369
- type: euclidean_pearson
value: 55.23603920676092
- type: euclidean_spearman
value: 54.7951569454598
- type: main_score
value: 70.08415685571369
- type: manhattan_pearson
value: 55.467477859550954
- type: manhattan_spearman
value: 54.97322607753517
- type: pearson
value: 72.6084144444495
- type: spearman
value: 70.08415685571369
task:
type: STS
- dataset:
config: default
name: MTEB STS15 (default)
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
split: test
type: mteb/sts15-sts
metrics:
- type: cosine_pearson
value: 77.27930178635249
- type: cosine_spearman
value: 78.77945492051583
- type: euclidean_pearson
value: 56.209330819002254
- type: euclidean_spearman
value: 58.59820677825991
- type: main_score
value: 78.77945492051583
- type: manhattan_pearson
value: 56.5027867921535
- type: manhattan_spearman
value: 58.688012882636556
- type: pearson
value: 77.27930178635249
- type: spearman
value: 78.77945492051583
task:
type: STS
- dataset:
config: default
name: MTEB STS16 (default)
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics:
- type: cosine_pearson
value: 67.59697831579804
- type: cosine_spearman
value: 70.14433798829924
- type: euclidean_pearson
value: 47.052560327076165
- type: euclidean_spearman
value: 49.043366162737
- type: main_score
value: 70.14433798829924
- type: manhattan_pearson
value: 47.609083434026
- type: manhattan_spearman
value: 49.4861745311838
- type: pearson
value: 67.59697831579804
- type: spearman
value: 70.14433798829924
task:
type: STS
- dataset:
config: en-tr
name: MTEB STS17 (en-tr)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: cosine_pearson
value: 6.816344817341537
- type: cosine_spearman
value: 3.881927995948511
- type: euclidean_pearson
value: -5.709905452714134
- type: euclidean_spearman
value: -7.917676805793398
- type: main_score
value: 3.881927995948511
- type: manhattan_pearson
value: -5.915405149261368
- type: manhattan_spearman
value: -6.999675819608648
- type: pearson
value: 6.816344817341537
- type: spearman
value: 3.881927995948511
task:
type: STS
- dataset:
config: en-en
name: MTEB STS17 (en-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: cosine_pearson
value: 80.3422878690775
- type: cosine_spearman
value: 82.82381067886578
- type: euclidean_pearson
value: 64.17718233417268
- type: euclidean_spearman
value: 66.43456400831298
- type: main_score
value: 82.82381067886578
- type: manhattan_pearson
value: 64.18727485692851
- type: manhattan_spearman
value: 66.66001258551782
- type: pearson
value: 80.3422878690775
- type: spearman
value: 82.82381067886578
task:
type: STS
- dataset:
config: it-en
name: MTEB STS17 (it-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: cosine_pearson
value: 8.532514092953193
- type: cosine_spearman
value: 2.925603710568467
- type: euclidean_pearson
value: -15.310770996955645
- type: euclidean_spearman
value: -15.153258000229735
- type: main_score
value: 2.925603710568467
- type: manhattan_pearson
value: -15.475725980253795
- type: manhattan_spearman
value: -16.680696135577048
- type: pearson
value: 8.532514092953193
- type: spearman
value: 2.925603710568467
task:
type: STS
- dataset:
config: fr-en
name: MTEB STS17 (fr-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: cosine_pearson
value: 21.045522855096426
- type: cosine_spearman
value: 18.414978055057233
- type: euclidean_pearson
value: -6.730015584391847
- type: euclidean_spearman
value: -8.874563174643498
- type: main_score
value: 18.414978055057233
- type: manhattan_pearson
value: -8.373709018568837
- type: manhattan_spearman
value: -10.869965671268195
- type: pearson
value: 21.045522855096426
- type: spearman
value: 18.414978055057233
task:
type: STS
- dataset:
config: en-de
name: MTEB STS17 (en-de)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: cosine_pearson
value: 20.53965530318208
- type: cosine_spearman
value: 19.779624251024742
- type: euclidean_pearson
value: -8.422957022168687
- type: euclidean_spearman
value: -8.441117623652552
- type: main_score
value: 19.779624251024742
- type: manhattan_pearson
value: -9.022000031615297
- type: manhattan_spearman
value: -10.01944986236205
- type: pearson
value: 20.53965530318208
- type: spearman
value: 19.779624251024742
task:
type: STS
- dataset:
config: nl-en
name: MTEB STS17 (nl-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: cosine_pearson
value: 16.253197751087466
- type: cosine_spearman
value: 10.281262353298493
- type: euclidean_pearson
value: -8.327034080178862
- type: euclidean_spearman
value: -14.082944243419524
- type: main_score
value: 10.281262353298493
- type: manhattan_pearson
value: -8.317424880938788
- type: manhattan_spearman
value: -13.283091899944917
- type: pearson
value: 16.253197751087466
- type: spearman
value: 10.281262353298493
task:
type: STS
- dataset:
config: es-en
name: MTEB STS17 (es-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: cosine_pearson
value: 16.022314822926344
- type: cosine_spearman
value: 15.481253181142337
- type: euclidean_pearson
value: -7.565040371732333
- type: euclidean_spearman
value: -13.24259258219904
- type: main_score
value: 15.481253181142337
- type: manhattan_pearson
value: -8.469782300955151
- type: manhattan_spearman
value: -14.992140842771388
- type: pearson
value: 16.022314822926344
- type: spearman
value: 15.481253181142337
task:
type: STS
- dataset:
config: en-ar
name: MTEB STS17 (en-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: cosine_pearson
value: 2.6572077286972204
- type: cosine_spearman
value: 11.841223302913573
- type: euclidean_pearson
value: 12.35431245166608
- type: euclidean_spearman
value: 7.392490905400255
- type: main_score
value: 11.841223302913573
- type: manhattan_pearson
value: 12.216768710760196
- type: manhattan_spearman
value: 7.503351553256482
- type: pearson
value: 2.6572077286972204
- type: spearman
value: 11.841223302913573
task:
type: STS
- dataset:
config: pl-en
name: MTEB STS22 (pl-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics:
- type: cosine_pearson
value: 38.2886612129808
- type: cosine_spearman
value: 36.3923475100124
- type: euclidean_pearson
value: 37.198162712953945
- type: euclidean_spearman
value: 26.567559733905416
- type: main_score
value: 36.3923475100124
- type: manhattan_pearson
value: 36.744350682243976
- type: manhattan_spearman
value: 23.764942648250294
- type: pearson
value: 38.2886612129808
- type: spearman
value: 36.3923475100124
task:
type: STS
- dataset:
config: zh-en
name: MTEB STS22 (zh-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics:
- type: cosine_pearson
value: 2.899096111714493
- type: cosine_spearman
value: 3.6484939276246147
- type: euclidean_pearson
value: -3.9577702896129683
- type: euclidean_spearman
value: 0.5248086125754212
- type: main_score
value: 3.6484939276246147
- type: manhattan_pearson
value: -4.224953170165652
- type: manhattan_spearman
value: 0.8064642714775411
- type: pearson
value: 2.899096111714493
- type: spearman
value: 3.6484939276246147
task:
type: STS
- dataset:
config: en
name: MTEB STS22 (en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics:
- type: cosine_pearson
value: 48.83428631897875
- type: cosine_spearman
value: 59.208656752528064
- type: euclidean_pearson
value: 50.318050030105866
- type: euclidean_spearman
value: 59.248536122711904
- type: main_score
value: 59.208656752528064
- type: manhattan_pearson
value: 49.48047897165944
- type: manhattan_spearman
value: 59.05695237288997
- type: pearson
value: 48.83428631897875
- type: spearman
value: 59.208656752528064
task:
type: STS
- dataset:
config: es-en
name: MTEB STS22 (es-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics:
- type: cosine_pearson
value: 18.384789734482013
- type: cosine_spearman
value: 20.680582502429395
- type: euclidean_pearson
value: 15.257874781731998
- type: euclidean_spearman
value: 20.121386973148013
- type: main_score
value: 20.680582502429395
- type: manhattan_pearson
value: 21.41821286518122
- type: manhattan_spearman
value: 27.06116036653386
- type: pearson
value: 18.384789734482013
- type: spearman
value: 20.680582502429395
task:
type: STS
- dataset:
config: de-en
name: MTEB STS22 (de-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics:
- type: cosine_pearson
value: 31.971938782568998
- type: cosine_spearman
value: 31.7331263475721
- type: euclidean_pearson
value: 28.778244848424606
- type: euclidean_spearman
value: 30.339181910659924
- type: main_score
value: 31.7331263475721
- type: manhattan_pearson
value: 27.763784017642745
- type: manhattan_spearman
value: 34.60355364902863
- type: pearson
value: 31.971938782568998
- type: spearman
value: 31.7331263475721
task:
type: STS
- dataset:
config: default
name: MTEB STSBenchmark (default)
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics:
- type: cosine_pearson
value: 70.44848272475741
- type: cosine_spearman
value: 68.90568918705054
- type: euclidean_pearson
value: 55.15791539468034
- type: euclidean_spearman
value: 54.524734170607026
- type: main_score
value: 68.90568918705054
- type: manhattan_pearson
value: 55.57205796134256
- type: manhattan_spearman
value: 54.873833418202324
- type: pearson
value: 70.44848272475741
- type: spearman
value: 68.90568918705054
task:
type: STS
- dataset:
config: default
name: MTEB SciDocsRR (default)
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics:
- type: main_score
value: 71.51230402119855
- type: map
value: 71.51230402119855
- type: mrr
value: 90.07260169024875
- type: nAUC_map_diff1
value: 9.457889555724364
- type: nAUC_map_max
value: 54.32226718709489
- type: nAUC_map_std
value: 64.3833035531696
- type: nAUC_mrr_diff1
value: 46.733117682332065
- type: nAUC_mrr_max
value: 73.34626532031795
- type: nAUC_mrr_std
value: 66.21738431904454
task:
type: Reranking
- dataset:
config: default
name: MTEB SciFact (default)
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics:
- type: main_score
value: 44.634
- type: map_at_1
value: 31.056
- type: map_at_10
value: 39.797
- type: map_at_100
value: 40.786
- type: map_at_1000
value: 40.849999999999994
- type: map_at_20
value: 40.39
- type: map_at_3
value: 37.537
- type: map_at_5
value: 38.443
- type: mrr_at_1
value: 32.666666666666664
- type: mrr_at_10
value: 41.20542328042328
- type: mrr_at_100
value: 42.02789454802248
- type: mrr_at_1000
value: 42.08644496488576
- type: mrr_at_20
value: 41.66418048182754
- type: mrr_at_3
value: 39.277777777777764
- type: mrr_at_5
value: 39.99444444444444
- type: nauc_map_at_1000_diff1
value: 48.342044133365135
- type: nauc_map_at_1000_max
value: 31.7826592935102
- type: nauc_map_at_1000_std
value: 4.00630138549911
- type: nauc_map_at_100_diff1
value: 48.31242764868427
- type: nauc_map_at_100_max
value: 31.78012740426817
- type: nauc_map_at_100_std
value: 4.060444642374662
- type: nauc_map_at_10_diff1
value: 48.50670999217726
- type: nauc_map_at_10_max
value: 31.64653583263081
- type: nauc_map_at_10_std
value: 3.7046444258333997
- type: nauc_map_at_1_diff1
value: 51.5249564463508
- type: nauc_map_at_1_max
value: 28.73405802025607
- type: nauc_map_at_1_std
value: -1.356155719324098
- type: nauc_map_at_20_diff1
value: 48.456709981407556
- type: nauc_map_at_20_max
value: 31.741525375093172
- type: nauc_map_at_20_std
value: 3.646386443000312
- type: nauc_map_at_3_diff1
value: 48.78563822360489
- type: nauc_map_at_3_max
value: 31.058620920212448
- type: nauc_map_at_3_std
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task:
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name: MTEB SprintDuplicateQuestions (default)
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
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task:
type: PairClassification
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name: MTEB StackExchangeClustering (default)
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
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task:
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config: default
name: MTEB StackExchangeClusteringP2P (default)
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
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type: mteb/stackexchange-clustering-p2p
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task:
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name: MTEB StackOverflowDupQuestions (default)
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
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task:
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name: MTEB SummEval (default)
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
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task:
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name: MTEB TRECCOVID (default)
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
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- type: precision_at_100
value: 37.1
- type: precision_at_1000
value: 15.02
- type: precision_at_20
value: 50.4
- type: precision_at_3
value: 61.333000000000006
- type: precision_at_5
value: 58.4
- type: recall_at_1
value: 0.161
- type: recall_at_10
value: 1.322
- type: recall_at_100
value: 8.129999999999999
- type: recall_at_1000
value: 30.206
- type: recall_at_20
value: 2.4410000000000003
- type: recall_at_3
value: 0.47000000000000003
- type: recall_at_5
value: 0.741
task:
type: Retrieval
- dataset:
config: default
name: MTEB Touche2020 (default)
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
split: test
type: mteb/touche2020
metrics:
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value: 15.790000000000001
- type: map_at_1
value: 1.277
- type: map_at_10
value: 5.24
- type: map_at_100
value: 9.093
- type: map_at_1000
value: 10.529
- type: map_at_20
value: 6.658
- type: map_at_3
value: 2.157
- type: map_at_5
value: 3.343
- type: mrr_at_1
value: 16.3265306122449
- type: mrr_at_10
value: 31.72902494331065
- type: mrr_at_100
value: 32.884769060167756
- type: mrr_at_1000
value: 32.884769060167756
- type: mrr_at_20
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- type: nauc_precision_at_5_std
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- type: nauc_recall_at_1000_std
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- type: nauc_recall_at_100_diff1
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value: -47.34539862970469
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value: -31.4779670684682
- type: ndcg_at_1
value: 12.245000000000001
- type: ndcg_at_10
value: 15.790000000000001
- type: ndcg_at_100
value: 26.016000000000002
- type: ndcg_at_1000
value: 38.249
- type: ndcg_at_20
value: 16.947000000000003
- type: ndcg_at_3
value: 13.027
- type: ndcg_at_5
value: 14.968
- type: precision_at_1
value: 16.326999999999998
- type: precision_at_10
value: 16.326999999999998
- type: precision_at_100
value: 6.204
- type: precision_at_1000
value: 1.402
- type: precision_at_20
value: 12.959000000000001
- type: precision_at_3
value: 15.645999999999999
- type: precision_at_5
value: 17.551
- type: recall_at_1
value: 1.277
- type: recall_at_10
value: 11.657
- type: recall_at_100
value: 37.804
- type: recall_at_1000
value: 74.81
- type: recall_at_20
value: 17.813000000000002
- type: recall_at_3
value: 2.96
- type: recall_at_5
value: 6.196
task:
type: Retrieval
- dataset:
config: default
name: MTEB ToxicConversationsClassification (default)
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
metrics:
- type: accuracy
value: 67.6025390625
- type: ap
value: 12.228064322266615
- type: ap_weighted
value: 12.228064322266615
- type: f1
value: 51.545356210775054
- type: f1_weighted
value: 74.8674960323055
- type: main_score
value: 67.6025390625
task:
type: Classification
- dataset:
config: default
name: MTEB TweetSentimentExtractionClassification (default)
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
metrics:
- type: accuracy
value: 50.019807583474815
- type: f1
value: 50.18981751190431
- type: f1_weighted
value: 49.516664117140984
- type: main_score
value: 50.019807583474815
task:
type: Classification
- dataset:
config: default
name: MTEB TwentyNewsgroupsClustering (default)
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
metrics:
- type: main_score
value: 25.377920343280692
- type: v_measure
value: 25.377920343280692
- type: v_measure_std
value: 1.8170084203745749
task:
type: Clustering
- dataset:
config: default
name: MTEB TwitterSemEval2015 (default)
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
metrics:
- type: cosine_accuracy
value: 81.86803361745247
- type: cosine_accuracy_threshold
value: 78.45279574394226
- type: cosine_ap
value: 58.60727455967692
- type: cosine_f1
value: 56.49663137632338
- type: cosine_f1_threshold
value: 71.48932218551636
- type: cosine_precision
value: 51.92392746572313
- type: cosine_recall
value: 61.952506596306065
- type: dot_accuracy
value: 77.82678667222984
- type: dot_accuracy_threshold
value: 108382.0556640625
- type: dot_ap
value: 39.48633290656697
- type: dot_f1
value: 45.00564789414233
- type: dot_f1_threshold
value: 52613.238525390625
- type: dot_precision
value: 32.41515574151557
- type: dot_recall
value: 73.58839050131925
- type: euclidean_accuracy
value: 79.50765929546402
- type: euclidean_accuracy_threshold
value: 1738.2392883300781
- type: euclidean_ap
value: 46.636574638537574
- type: euclidean_f1
value: 46.01173657900456
- type: euclidean_f1_threshold
value: 2300.4941940307617
- type: euclidean_precision
value: 39.11677753141168
- type: euclidean_recall
value: 55.85751978891821
- type: main_score
value: 58.60727455967692
- type: manhattan_accuracy
value: 79.63283066102403
- type: manhattan_accuracy_threshold
value: 22057.51953125
- type: manhattan_ap
value: 47.091319468141194
- type: manhattan_f1
value: 46.32838283828383
- type: manhattan_f1_threshold
value: 29230.82275390625
- type: manhattan_precision
value: 38.02912292583813
- type: manhattan_recall
value: 59.26121372031662
- type: max_accuracy
value: 81.86803361745247
- type: max_ap
value: 58.60727455967692
- type: max_f1
value: 56.49663137632338
- type: max_precision
value: 51.92392746572313
- type: max_recall
value: 73.58839050131925
- type: similarity_accuracy
value: 81.86803361745247
- type: similarity_accuracy_threshold
value: 78.45279574394226
- type: similarity_ap
value: 58.60727455967692
- type: similarity_f1
value: 56.49663137632338
- type: similarity_f1_threshold
value: 71.48932218551636
- type: similarity_precision
value: 51.92392746572313
- type: similarity_recall
value: 61.952506596306065
task:
type: PairClassification
- dataset:
config: default
name: MTEB TwitterURLCorpus (default)
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
metrics:
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value: 86.24209259906081
- type: cosine_accuracy_threshold
value: 72.93155193328857
- type: cosine_ap
value: 79.47942287203573
- type: cosine_f1
value: 71.80506478209658
- type: cosine_f1_threshold
value: 67.74765849113464
- type: cosine_precision
value: 68.78702397743301
- type: cosine_recall
value: 75.10009239297814
- type: dot_accuracy
value: 81.52869949935965
- type: dot_accuracy_threshold
value: 37410.955810546875
- type: dot_ap
value: 66.02217146026899
- type: dot_f1
value: 62.43364213594255
- type: dot_f1_threshold
value: 30416.412353515625
- type: dot_precision
value: 56.82435419693046
- type: dot_recall
value: 69.27163535571297
- type: euclidean_accuracy
value: 82.72596732254434
- type: euclidean_accuracy_threshold
value: 1420.4879760742188
- type: euclidean_ap
value: 68.52026211185712
- type: euclidean_f1
value: 60.637769715485966
- type: euclidean_f1_threshold
value: 1657.3232650756836
- type: euclidean_precision
value: 60.15761157838902
- type: euclidean_recall
value: 61.12565445026178
- type: main_score
value: 79.47942287203573
- type: manhattan_accuracy
value: 82.68133659331703
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value: 17628.411865234375
- type: manhattan_ap
value: 68.57038227508352
- type: manhattan_f1
value: 60.69790481781823
- type: manhattan_f1_threshold
value: 21103.260803222656
- type: manhattan_precision
value: 57.981072555205046
- type: manhattan_recall
value: 63.68186017862642
- type: max_accuracy
value: 86.24209259906081
- type: max_ap
value: 79.47942287203573
- type: max_f1
value: 71.80506478209658
- type: max_precision
value: 68.78702397743301
- type: max_recall
value: 75.10009239297814
- type: similarity_accuracy
value: 86.24209259906081
- type: similarity_accuracy_threshold
value: 72.93155193328857
- type: similarity_ap
value: 79.47942287203573
- type: similarity_f1
value: 71.80506478209658
- type: similarity_f1_threshold
value: 67.74765849113464
- type: similarity_precision
value: 68.78702397743301
- type: similarity_recall
value: 75.10009239297814
task:
type: PairClassification
model_name: M2V_base_glove
tags:
- embeddings
- static-embeddings
- mteb
- sentence-transformers
minishlab/M2V_base_glove Model Card
This Model2Vec model is a distilled version of the BAAI/bge-base-en-v1.5 Sentence Transformer. It uses static embeddings, allowing text embeddings to be computed orders of magnitude faster on both GPU and CPU. It is designed for applications where computational resources are limited or where real-time performance is critical.
Installation
Install model2vec using pip:
pip install model2vec
Usage
Load this model using the from_pretrained method:
from model2vec import StaticModel
# Load a pretrained Model2Vec model
model = StaticModel.from_pretrained("minishlab/M2V_base_glove")
# Compute text embeddings
embeddings = model.encode(["Example sentence"])
Alternatively, you can distill your own model using the distill method:
from model2vec.distill import distill
# Choose a Sentence Transformer model
model_name = "BAAI/bge-base-en-v1.5"
# Distill the model
m2v_model = distill(model_name=model_name, pca_dims=256)
# Save the model
m2v_model.save_pretrained("m2v_model")
How it works
Model2vec creates a small, fast, and powerful model that outperforms other static embedding models by a large margin on all tasks we could find, while being much faster to create than traditional static embedding models such as GloVe. Best of all, you don't need any data to distill a model using Model2Vec.
It works by passing a vocabulary through a sentence transformer model, then reducing the dimensionality of the resulting embeddings using PCA, and finally weighting the embeddings using zipf weighting. During inference, we simply take the mean of all token embeddings occurring in a sentence.
Additional Resources
Library Authors
Model2Vec was developed by the Minish Lab team consisting of Stephan Tulkens and Thomas van Dongen.
Citation
Please cite the Model2Vec repository if you use this model in your work.
@software{minishlab2024model2vec,
authors = {Stephan Tulkens, Thomas van Dongen},
title = {Model2Vec: Turn any Sentence Transformer into a Small Fast Model},
year = {2024},
url = {https://github.com/MinishLab/model2vec},
}