Model: richie-ghost/sentence-transformers-all-mpnet-base-v2
Author: richie-ghost
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:48393, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: base_model: sentence-transformers/all-mpnet-base-v2
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100, dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:48393, loss:MultipleNegativesRankingLoss
widget: source_sentence: Tennis champ Rafael Nadal lunges to return a ball.
sentences: The tennis champ has decided to quit playing tennis., A woman stands alone at a restaurant., A blond woman running, source_sentence: Small girl getting her face painted.
sentences: A Meijer in Illinois selling groceries., Two men are posing together., A small girl washing her face., source_sentence: because too too often they're can be extremism that that hurts from from any direction regardless of whatever whatever you're arguing or concerned about and
sentences: If you could stir the mothers, you are done., Extremism is bad., Steve Ballmer is a college friend of mine., source_sentence: The dog jumps over the log with a stick in its mouth.
sentences: A girl in red jumps outdoors., The dog is running around with something in it's mouth., The price is lower than what they pay., source_sentence: A man in black shirt sits on a stool while trying to sell stuffed animals.
sentences: A man is sitting on a stool., A pooch runs through the grass., A young lady is sitting on a bench at the bus stop.
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: eval
type: eval
metrics: type: cosine_accuracy@1
value: 0.0004959394953815635
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.36964023722439193
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4739321802740066
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5881015849399707
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.0004959394953815635
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.12321341240813066
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09478643605480129
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05881015849399707
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.0004959394953815635
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.36964023722439193
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4739321802740066
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5881015849399707
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3037659752455345
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2120033429995685
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.22559046634335145
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.0005579319323042589
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.3696609013700329
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.4739321802740066
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.5881429132312525
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.0005579319323042589
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.12322030045667762
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.09478643605480132
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.05881429132312524
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.0005579319323042589
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.3696609013700329
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4739321802740066
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5881429132312525
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.30380430047413587
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.2120435150827015
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.22562658480145822
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 1205
Created: 2024-10-29 20:36:16