Model: DashReza7/sentence-transformers_paraphrase-multilingual-MiniLM-L12-v2_FINETUNED_on_torob_data_v6
Author: DashReza7
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:64116, loss:ContrastiveLoss, arxiv:1908.10084, base_model:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
Card metadata: base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, dot_accuracy, dot_accuracy_threshold, dot_f1, dot_f1_threshold, dot_precision, dot_recall, dot_ap, manhattan_accuracy, manhattan_accuracy_threshold, manhattan_f1, manhattan_f1_threshold, manhattan_precision, manhattan_recall, manhattan_ap, euclidean_accuracy, euclidean_accuracy_threshold, euclidean_f1, euclidean_f1_threshold, euclidean_precision, euclidean_recall, euclidean_ap, max_accuracy, max_accuracy_threshold, max_f1, max_f1_threshold, max_precision, max_recall, max_ap
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:64116, loss:ContrastiveLoss
widget: source_sentence: مبل سلتان
sentences: روسری جین شش عددی عمده نخی, مبل راحتی چستر سالوادور مبل راحتی چستر مبل راحتی چستر مکانیزم, پاور سانروف فابریک برلیانس, source_sentence: لباس پلیسی
sentences: جا عودی, لباس خواب کاستوم فانتزی پلیسی زنانه, روغن حنا (پرپشت کننده مو  ریزش مو  تقویت مو  تقویت ابرو  جلوگیری از سفیدی مو  شوره مو  خشکی پوست سر  خارش پوست سر), source_sentence: قابلمه سنگی
sentences: قابلمه سنگی آقای سنگی 10 نفره, گاز مبرد R134a پوکا (POKKA R134), کفش فوتبال بچه گانه آدیداس طرح اصلی مشکی سفید Adidas, source_sentence: لوازم آرایشی
sentences: جعبه لوازم آرایشی قابل حمل سازمان‌دهنده لوازم آرایش مسافرتی با روکش آینه چراغ‌دار LED لوازم آرایشی, کفش پاشنه بلند مجلسی دخترانه, وکتور بنر فارسی جشن تولد با کیک و جعبه کادو, source_sentence: پوست مصنوعی
sentences: دستگیره حیاطی تک پیچ سرباز دستگیره تک پیچ درب حیاطی سرباز, مبل سلطنتی, کیف پوست ماری مستطیل جنس چرم مصنوعی کیف پوست ماری مستطیل
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.7607017543859649
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7412481904029846
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.834358186010761
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7125277519226074
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.7491373360938578
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9414570685169124
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.8461870777524143
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.7104561403508772
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 14.821020126342773
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.8054054054054054
name: Dot F1
verified: no, type: dot_f1_threshold
value: 14.108308792114258
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.7062765609676365
name: Dot Precision
verified: no, type: dot_recall
value: 0.9369037294015612
name: Dot Recall
verified: no, type: dot_ap
value: 0.8122928586516915
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.7528421052631579
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 53.40993118286133
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.828743211792087
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 55.60980987548828
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.7496491228070176
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9264960971379012
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.8423084093127031
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.7536842105263157
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 3.543578863143921
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.829423689545323
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 3.609351396560669
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.7475204454497999
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9314830875975716
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.8422044822515327
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.7607017543859649
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 53.40993118286133
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.834358186010761
name: Max F1
verified: no, type: max_f1_threshold
value: 55.60980987548828
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.7496491228070176
name: Max Precision
verified: no, type: max_recall
value: 0.9414570685169124
name: Max Recall
verified: no, type: max_ap
value: 0.8461870777524143
name: Max Ap
verified: no
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Created: 2024-09-04 13:18:12