Model: ritulk/MPNET-fine-tuned-political-clustering
Author: ritulk
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, loss:CoSENTLoss, en, ca, arxiv:1908.10084, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: language: en, ca
license: apache-2.0
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, loss:CoSENTLoss
base_model: microsoft/mpnet-base
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: Dia Internacional del Nen Prematur
sentences: Premiats a les comarques de Barcelona, Les concordances són adjectiu / substantiu o verb / substantiu., Els Mossos en busquen un altre, que va aconseguir fugir en ser enxampats 'in fraganti', source_sentence: Vulneració del dret a la llibertat
sentences: Vulneració del dret a un jutge imparcial, Detenen un home a Malgrat de Mar per apallissar un escombriaire, La víctima ha rebut un cop de puny i ha caigut a terra inconscient, source_sentence: Agafem un taxi i ens plantem allà.
sentences: És una activitat gratuïta oberta al públic general., El líder del PSC, Miquel Iceta, serà el nou president del Senat, El PSOE ja no descarta l’aplicació de l’article 155 de la Constitució a Catalunya, source_sentence: No ho entenc, però és el que hi ha.
sentences: és dels plats que a casa ens encanten!, El Punt d'Informació Juvenil és el servei més actiu del centre., Puigdemont reunirà dimecres a Bèlgica els diputats de JxCat, source_sentence: Però que hi ha de cert en tot això?
sentences: Però, què hi ha de veritat en tot això?, Els camioners dissolen la marxa lenta a les rondes de Barcelona, El 112 atén 747.730 trucades durant el primer semestre, un 9,6% més que l'any passat
pipeline_tag: sentence-similarity
model-index: name: MPNet base trained on semantic text similarity
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: Unknown
type: unknown
metrics: type: pearson_cosine
value: 0.9369799393019737
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.991833254558149
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9582116235734125
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.9876060961452328
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9594231143506534
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.9887559900790531
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9469313911363318
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.9834282009396937
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9594231143506534
name: Pearson Max
verified: no, type: spearman_max
value: 0.991833254558149
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.5855972037779524
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.5854785473306573
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.5881281979560977
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.578667646485271
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.5851079475768374
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.5754637407144132
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5612927132777441
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.5630862098985
name: Spearman Dot
verified: no, type: pearson_max
value: 0.5881281979560977
name: Pearson Max
verified: no, type: spearman_max
value: 0.5854785473306573
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.6501162382185041
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6819594226888658
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.6517756634326819
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6701084565797553
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.6553647425414415
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.675292747578234
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6350099608995957
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6458150666120989
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6553647425414415
name: Pearson Max
verified: no, type: spearman_max
value: 0.6819594226888658
name: Spearman Max
verified: no
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Created: 2025-04-09 11:05:20