Model: DashReza7/sentence-transformers_paraphrase-multilingual-MiniLM-L12-v2_FINETUNED_on_torob_data_v4
Author: DashReza7
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:410745, 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:410745, loss:ContrastiveLoss
widget: source_sentence: وینچ
sentences: ترقه شکلاتی ( هفت ترقه ) ناریه پارس درجه 1 بسته 15 عددی ترقه شکلاتی ( هفت ترقه ) ناریه پارس درجه 1 بسته 15 عددی 10عدد ناریه ترقه شکلاتی هفت ترقه بار تازه بدون رطوبت وخرابی مارک معتبر نورافشانی, پارچه میکرو کجراه, Car winch-1500LBS-KARA وینچ خودرو آفرود ۶۸۰ کیلوگرم کارا ۱۵۰۰lbs وینچ خودرویی (جلو ماشینی) 1500LBS کارا (KARA), source_sentence:  وسپا 
sentences: پولوشرت زرد وسپا, دوچرخه بند سقفی  لیفان X70 ایکس 70 آلومینیومی طرح منابو, دوچرخه ویوا Oxygen سایز 26 دوچرخه 26 ويوا OXYGEN دوچرخه کوهستان ویوا مدل OXYGEN سایز 26, source_sentence: دوچرخه المپیا سایز 27 5
sentences: دوچرخه شهری المپیا کد 16220 سایز 16 دوچرخه شهری المپیا کد 16220 سایز 16 دوچرخه المپیا کد 16220 سایز 16 - OLYMPIA, لامپ اس ام دی خودرو مدل 8B بسته 2 عددی, قیمت کمپرس سنج موتور, source_sentence: دچرخه ی
sentences: هیدروفیشیال ۷ کاره نیوفیس پلاس متور سنگین ۲۰۲۲, جامدادی کیوت, جعبه ی کادو ی رنگی, source_sentence: هایومکس
sentences: انگشتر حدید صینی کد2439, ژل هایومکس ولومایزر 2 سی سی, دزدگیر پاناتک مدل P-CA501 دزدگیر پاناتک P-CA501-2 دزدگیر پاناتک مدل P-CA501-2
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: 0.8396327702184535
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7623803019523621
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8951804502771806
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7234876751899719
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8454428891975638
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9511359538406059
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9296495014804667
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.8127916913166371
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 18.16492462158203
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.8798154233377613
name: Dot F1
verified: no, type: dot_f1_threshold
value: 17.596263885498047
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.82272025942101
name: Dot Precision
verified: no, type: dot_recall
value: 0.9454261329486717
name: Dot Recall
verified: no, type: dot_ap
value: 0.9138496334192171
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.8362584631565109
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 56.61064910888672
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.892930089729684
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 60.147003173828125
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.8403818109505502
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9524882798413271
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9274603777518026
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.8366528626832315
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 3.691666603088379
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.8933491652479936
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 3.691666603088379
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8525051194539249
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9383038826782065
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9275301813554955
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.8396327702184535
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 56.61064910888672
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.8951804502771806
name: Max F1
verified: no, type: max_f1_threshold
value: 60.147003173828125
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8525051194539249
name: Max Precision
verified: no, type: max_recall
value: 0.9524882798413271
name: Max Recall
verified: no, type: max_ap
value: 0.9296495014804667
name: Max Ap
verified: no, type: cosine_accuracy
value: 0.831416113411775
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7449432611465454
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8897548675482456
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7427525520324707
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8502039810530351
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9331650438754658
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9252554285491397
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.8083437410986218
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 18.16763687133789
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.8761684843089249
name: Dot F1
verified: no, type: dot_f1_threshold
value: 17.106109619140625
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.8156272661348803
name: Dot Precision
verified: no, type: dot_recall
value: 0.9464178386825339
name: Dot Recall
verified: no, type: dot_ap
value: 0.9078782883891188
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.827735051162383
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 53.94535446166992
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.887467671202069
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 59.66460418701172
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.8336590260906306
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9487017670393076
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9230969972500983
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.8274282959749337
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 3.4869043827056885
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.8874656133173449
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 3.7965426445007324
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8363423648594751
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9452458228152422
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9231713715918721
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.831416113411775
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 53.94535446166992
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.8897548675482456
name: Max F1
verified: no, type: max_f1_threshold
value: 59.66460418701172
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8502039810530351
name: Max Precision
verified: no, type: max_recall
value: 0.9487017670393076
name: Max Recall
verified: no, type: max_ap
value: 0.9252554285491397
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 104
Created: 2024-09-04 11:24:55