Model: bobox/DeBERTa3-s-CustomPoolin-toytest3-step1
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:32500, loss:GISTEmbedLoss, arxiv:1908.10084, arxiv:2402.16829, 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: base_model: microsoft/deberta-v3-small
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max, 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:32500, loss:GISTEmbedLoss
widget: source_sentence: Fish hatch into larvae that are different from the adult form of species.
sentences: Fish hatch into larvae that are different from the adult form of?, amphibians hatch from eggs, A solenoid or coil wrapped around iron or certain other metals can form a(n) electromagnet., source_sentence: About 200 countries and territories have reported coronavirus cases in 2020 .
sentences: All-Time Olympic Games Medal Tally Analysis Home > Events > Olympics > Summer > Medal Tally > All-Time All-Time Olympic Games Medal Tally (Summer Olympics) Which country is the most successful at he Olympic Games? Here are the top ranked countries in terms of total medals won when all of the summer Games are considered (including the 2016 Rio Games). There are two tables presented, the first just lists the top countries based on the total medals won, the second table factors in how many Olympic Games the country appeared, averaging the total number of medals per Olympiad. A victory in a team sport is counted as one medal. The USA Has Won the Most Medals The US have clearly won the most gold medals and the most medals overall, more than doubling the next ranked country (these figures include medals won in Rio 2016). Second placed USSR had fewer appearances at the Olympics, and actually won more medals on average (see the 2nd table). The top 10 includes one country no longer in existence (the Soviet Union), so their medal totals will obviously not increase, however China is expected to continue a rapid rise up the ranks. With the addition of the 2016 data, China has moved up from 11th (in 2008) to 9th (2012) to 7th (2016). The country which has attended the most games without a medal is Monaco (20 Olympic Games), the country which has won the most medals without winning a gold medal is Malaysia (0 gold, 7 silver, 4 bronze). rank, An example of a reproductive behavior is salmon returning to their birthplace to lay their eggs, more than 664,000 cases of COVID-19 have been reported in over 190 countries and territories , resulting in approximately 30,800 deaths ., source_sentence: The wave on a guitar string is transverse. the sound wave rattles a sheet of paper in a direction that shows the sound wave is what?
sentences: A Honda motorcycle parked in a grass driveway, In Panama tipping is a question of rewarding good service rather than an obligation. Restaurant bills don't include gratuities; adding 10% is customary. Bellhops and maids expect tips only in more expensive hotels, and $1–$2 per bag is the norm. You should also give a tip of up to $10 per day to tour guides., Figure 16.33 The wave on a guitar string is transverse. The sound wave rattles a sheet of paper in a direction that shows the sound wave is longitudinal., source_sentence: The thermal production of a stove is generically used for
sentences: In total , 28 US victims were killed , while Viet Cong losses were killed 345 and a further 192 estimated killed ., a stove generates heat for cooking usually, A teenager has been charged over an incident in which a four-year-old girl was hurt when she was hit in the face by a brick thrown through a van window., source_sentence: can sweet potatoes cause itching?
sentences: People with a true potato allergy may react immediately after touching, peeling, or eating potatoes. Symptoms may vary from person to person, but typical symptoms of a potato allergy include: rhinitis, including itchy or stinging eyes, a runny or stuffy nose, and sneezing., riding a bike does not cause pollution, Dilation occurs when cell walls relax.. An aneurysm is a dilation, or bubble, that occurs in the wall of an artery. 
 an artery can be relaxed by dilation
model-index: name: SentenceTransformer based on microsoft/deberta-v3-small
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.6944347869823977
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7022939411146379
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7153627652654364
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7032414595720781
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7145667320736904
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7023177935369596
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6940860724411511
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7015043498586481
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7153627652654364
name: Pearson Max
verified: no, type: spearman_max
value: 0.7032414595720781
name: Spearman Max
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: allNLI dev
type: allNLI-dev
metrics: type: cosine_accuracy
value: 0.69921875
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9012482166290283
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.5744234800838575
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8064534068107605
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.4506578947368421
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.791907514450867
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.5351089523939627
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.69921875
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 688.470703125
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.5744234800838575
name: Dot F1
verified: no, type: dot_f1_threshold
value: 615.7992553710938
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.4506578947368421
name: Dot Precision
verified: no, type: dot_recall
value: 0.791907514450867
name: Dot Recall
verified: no, type: dot_ap
value: 0.5341836758613328
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.69921875
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 241.1641845703125
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.5726315789473685
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 379.68951416015625
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.4503311258278146
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.7861271676300579
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.5359298587636547
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.69921875
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 12.282838821411133
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.5738396624472574
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 17.163185119628906
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.45182724252491696
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.7861271676300579
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.5352944844077032
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.69921875
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 688.470703125
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.5744234800838575
name: Max F1
verified: no, type: max_f1_threshold
value: 615.7992553710938
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.45182724252491696
name: Max Precision
verified: no, type: max_recall
value: 0.791907514450867
name: Max Recall
verified: no, type: max_ap
value: 0.5359298587636547
name: Max Ap
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: Qnli dev
type: Qnli-dev
metrics: type: cosine_accuracy
value: 0.701171875
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.768782377243042
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6976744186046511
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7475488185882568
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.6428571428571429
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.7627118644067796
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7092077160598146
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.701171875
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 587.5671997070312
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.6951456310679611
name: Dot F1
verified: no, type: dot_f1_threshold
value: 571.635498046875
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.6415770609318996
name: Dot Precision
verified: no, type: dot_recall
value: 0.7584745762711864
name: Dot Recall
verified: no, type: dot_ap
value: 0.7100957770625007
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.703125
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 424.058837890625
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.6948176583493282
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 435.29876708984375
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.6350877192982456
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.7669491525423728
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.7128659725226039
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.69921875
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 18.768592834472656
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.6976744186046511
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 19.62955093383789
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.6428571428571429
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.7627118644067796
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.7091491470132545
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.703125
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 587.5671997070312
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.6976744186046511
name: Max F1
verified: no, type: max_f1_threshold
value: 571.635498046875
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.6428571428571429
name: Max Precision
verified: no, type: max_recall
value: 0.7669491525423728
name: Max Recall
verified: no, type: max_ap
value: 0.7128659725226039
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 85
Created: 2024-10-31 14:15:12