Model: bobox/DeBERTaV3-small-ST-AdaptiveLayer-3L-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 person in a red shirt is mowing the grass with a green riding mower.
sentences: A person in red is moving grass on a John Deer motor., An angry military veteran watches as people protest the war., A man is sitting on a truck., source_sentence: Some dogs are running on a deserted beach.
sentences: daddy taught her, There are multiple dogs present., a woman at a beach, source_sentence: Two street people and a dog sitting on the ground and one is holding an "out of luck" sign.
sentences: A person biking., The man and woman are married., the dog is a chihuahua, source_sentence: One tan girl with a wool hat is running and leaning over an object, while another person in a wool hat is sitting on the ground.
sentences: A tan girl runs leans over an object, A man and his daughter are petting a pony., A man with a baby is petting a pony., source_sentence: These girls are having a great time looking for seashells.
sentences: The girls are happy., Two woman are trying to finish orders from a doctor, A girl is standing outside.
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: 0.6652580742529429
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.6691544055938721
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.7050935184095989
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.5757889747619629
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5903092377388222
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8752920560747663
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7023886827641951
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.6308481738605494
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 127.05267333984375
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.6983614124163396
name: Dot F1
verified: no, type: dot_f1_threshold
value: 101.77250671386719
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.5772605875619993
name: Dot Precision
verified: no, type: dot_recall
value: 0.8837616822429907
name: Dot Recall
verified: no, type: dot_ap
value: 0.6558335483108544
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.6675218834892847
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 210.99388122558594
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.7107997100748973
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 252.65306091308594
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.6060980634528225
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.8592289719626168
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.709424985473672
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.6619378207063085
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 11.227606773376465
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.7073199115559177
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 12.850802421569824
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.587928032501451
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8875584112149533
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.7037559902823934
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.6675218834892847
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 210.99388122558594
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.7107997100748973
name: Max F1
verified: no, type: max_f1_threshold
value: 252.65306091308594
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.6060980634528225
name: Max Precision
verified: no, type: max_recall
value: 0.8875584112149533
name: Max Recall
verified: no, type: max_ap
value: 0.709424985473672
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 104
Created: 2024-06-12 16:58:34