Model: Nessrine9/Finetune2-MiniLM-L12-v2
Author: Nessrine9
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100000, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L12-v2, base_model:finetune:sentence-transformers/all-MiniLM-L12-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L12-v2
Card metadata: base_model: sentence-transformers/all-MiniLM-L12-v2
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100000, loss:CosineSimilarityLoss
widget: source_sentence: A woman wearing a yellow shirt is holding a plate which contains a piece of cake.
sentences: The woman in the yellow shirt might have cut the cake and placed it on the plate., Male bicyclists compete in the Tour de France., The man is walking, source_sentence: People gather and talk in the street.
sentences: Club goers outside discussing the police raid., a woman is leaning on a skateboard, There are many people singing., source_sentence: A child sliding face first down a metal tube
sentences: A man with a red shirt is bowling with his 2 sons., The child is sliding face first, There is a girl in a dress., source_sentence: A man walking a gray poodle is walking past a billboard with a cow on it.
sentences: A house build with wooden stairs and the family is enjoying sitting on them, A woman is playing checkers., The man is walking his grey cat., source_sentence: A man fishing in a pointy blue boat on a river lined with palm trees.
sentences: Labrador Retrievers are energetic dogs that will play catch for hours., A man rubs his bald head., The man is with friends.
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L12-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: snli dev
type: snli-dev
metrics: type: pearson_cosine
value: 0.5002872232214081
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.49187589438593304
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.47522303163337404
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.49169237941097593
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.47599896939605724
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.49187587264847454
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5002872256206143
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.49187604689169206
name: Spearman Dot
verified: no, type: pearson_max
value: 0.5002872256206143
name: Pearson Max
verified: no, type: spearman_max
value: 0.49187604689169206
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 110
Created: 2024-10-27 09:45:26