Model: Nessrine9/finetuned2-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 boy wearing climbing gear climbs by a wooden pole.
sentences: A person wearing climbing gear climbs by a wooden pole., A man holds up a tent pole., A man plays an instrument., source_sentence: Asian men saying hello to each other.
sentences: Asian men are about to attend a convention., One man is working on a wrist watch to repair it., A white male dog is following a black female dog because she is in heat., source_sentence: A woman in a white shirt and red jeans is carrying a plastic bag and cellphone while walking along the street by art prints.
sentences: The people are sitting on a couch, The man is walking down the street with a plastic bag., A man wants to join in the conversation, source_sentence: Girl in a thin rowboat leaving the dock of a lake.
sentences: A man in a solid white shirt and two black-haired boys pose for pictures inside., The ladies are having a conversation., The girl is sitting on the shore of the lake., source_sentence: A large crowd watches as a couple tap dances together on a wooden floor.
sentences: People are leaving the restaurant., A man crashes his car into the grocery store., A man swings a golf club.
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: 0.5007411996817115
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.49310662404125943
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.4737846265333258
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.4923216703895389
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.47496147875492195
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.4931066240443629
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.500741200773276
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.49310655847757945
name: Spearman Dot
verified: no, type: pearson_max
value: 0.500741200773276
name: Pearson Max
verified: no, type: spearman_max
value: 0.4931066240443629
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 106
Created: 2024-10-26 13:29:09