Model: cherifkhalifah/finetuned-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:100, 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:100, loss:CosineSimilarityLoss
widget: source_sentence: Children smiling and waving at camera
sentences: There are women showing affection., The woman is waiting for a friend., There are children present, source_sentence: A woman is walking across the street eating a banana, while a man is following with his briefcase.
sentences: The boy does a skateboarding trick., A boy flips a burger., A woman eats a banana and walks across a street, and there is a man trailing behind her., source_sentence: Two adults, one female in white, with shades and one male, gray clothes, walking across a street, away from a eatery with a blurred image of a dark colored red shirted person in the foreground.
sentences: An elderly man sits in a small shop., A person is training his horse for a competition., Two adults swimming in water, source_sentence: The school is having a special event in order to show the american culture on how other cultures are dealt with in parties.
sentences: The woman is wearing green., A school is hosting an event., The adults are both male and female., source_sentence: A woman is walking across the street eating a banana, while a man is following with his briefcase.
sentences: The boy is wearing safety equipment., Two women are at a restaurant drinking wine., A person that is hungry.
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: -0.6052519474756299
name: Pearson Cosine
verified: no, type: spearman_cosine
value: -0.6083622621490653
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: -0.5848188618976576
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: -0.6065714846764287
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: -0.5863856474033792
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: -0.6083622185008256
name: Spearman Euclidean
verified: no, type: pearson_dot
value: -0.6052519468947102
name: Pearson Dot
verified: no, type: spearman_dot
value: -0.6083623057915619
name: Spearman Dot
verified: no, type: pearson_max
value: -0.5848188618976576
name: Pearson Max
verified: no, type: spearman_max
value: -0.6065714846764287
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 108
Created: 2024-09-28 16:03:29