Model: cherifkhalifah/finetuned2-snli-MiniLM-L12-v2
Author: cherifkhalifah
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: Two young men playing at a computer.
sentences: Two boys are competing in a game., A man is sleeping., a boy rides a skateboard near a building, source_sentence: A man with a hat and long gray beard, wearing cross, is holding a napkin and striped box.
sentences: The man is holding an item., The street is dirty., A red boat approaches a river bank., source_sentence: People clap as a well dressed man and woman walk through a room holding hands.
sentences: A man falls into the water., The crowd claps at the couple holding hands., There is a squirrel that jumps., source_sentence: A man and two boys are filtering water near their campsite in the woods.
sentences: A man looks for criminal activity in the dark streets., The child was performing a stunt on the bike., The people are filtering water for their camp, source_sentence: Many people outside on bicycles.
sentences: the young man is wearing a black t-shirt modeled after a tuxedo, Protesters are in the back of a photo with a magazine display in the foreground., People are riding bikes in a race.
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: 0.5041089229469013
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.49624988336246095
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.48476324482316935
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.49567540413897415
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.48548959313285095
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.49624986145166594
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5041089211722365
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4962498830110755
name: Spearman Dot
verified: no, type: pearson_max
value: 0.5041089229469013
name: Pearson Max
verified: no, type: spearman_max
value: 0.49624988336246095
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-09-28 17:06:43