Model: bobox/DeBERTaV3-small-ST-AdaptiveLayer-Norm-ep2
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:67190, loss:AdaptiveLayerLoss, loss:MultipleNegativesRankingLoss, en, dataset:stanfordnlp/snli, arxiv:1908.10084, arxiv:2402.14776, arxiv:1705.00652, base_model:microsoft/deberta-v3-small, base_model:finetune:microsoft/deberta-v3-small, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-small
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:67190, loss:AdaptiveLayerLoss, loss:MultipleNegativesRankingLoss
base_model: microsoft/deberta-v3-small
datasets: stanfordnlp/snli
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
widget: source_sentence: A man is walking past a large sign that says E.S.E. Electronics.
sentences: a child opens a present on his birthday, The man works at E.S.E Electronics., The soccer team in blue plays soccer., source_sentence: This child is on the library steps.
sentences: A mother dog checking up on her baby puppy., A guy bites into a freshly opened marshmallow chick, The child is on the steps inside the library., source_sentence: Two men are standing in a boat.
sentences: People are watching the flowers blossom, The couple is married., A few men are fishing on a boat., source_sentence: Four men playing drums in very orange lighting while one of them is also drinking something out of a bottle.
sentences: four men play drums, The man puts something on the other mans head., The dogs are in the backyard., source_sentence: First Lady Laura Bush at podium, in front of seated audience, at the White House Conference on Global Literacy.
sentences: Some people are exercising outside., The former First Lady is at the podium for a conference., This person is going to the waterfall
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on microsoft/deberta-v3-small
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.6651071536371869
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.687929630279541
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.7077349458301839
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.6304811239242554
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.6222862206468763
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8203855140186916
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7058220689813709
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.6313009357078176
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 135.98495483398438
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.6997334569475027
name: Dot F1
verified: no, type: dot_f1_threshold
value: 115.54609680175781
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.5800192122958694
name: Dot Precision
verified: no, type: dot_recall
value: 0.8817172897196262
name: Dot Recall
verified: no, type: dot_ap
value: 0.6554755795160082
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.6708421370359191
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 219.32388305664062
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.7119951778179626
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 262.314697265625
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.6062410182714022
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.8624415887850467
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.7135236162968746
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.6652580742529429
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 11.506816864013672
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.7080090384132564
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 12.478536605834961
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.6208718626155878
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8235981308411215
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.7090362803652147
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.6708421370359191
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 219.32388305664062
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.7119951778179626
name: Max F1
verified: no, type: max_f1_threshold
value: 262.314697265625
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.6222862206468763
name: Max Precision
verified: no, type: max_recall
value: 0.8817172897196262
name: Max Recall
verified: no, type: max_ap
value: 0.7135236162968746
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 107
Created: 2024-06-12 15:38:28