Model: Nessrine9/finetuned2-snli-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: Face off with a ref mid-hockey game in an arena.
sentences: Nobody is playing, A mustached man in a patterned shirt watches a boat painted blue and orange., Two adults makes calls on there cell phones during there lunch breaks., source_sentence: A group of people, one holding a yellow and blue umbrella, are standing at the top of some stairs.
sentences: One person wields an umbrella., A girl is on the beach., A man is on his couch., source_sentence: A man waiting for the results of the machine after doing an experiment in his laboratory.
sentences: There is a man playing an instrument while running, A man in a lab waits to get more information about his experiment., The graffiti artists admire their work., source_sentence: People in a tent shelter near the bottom of stairs.
sentences: A boy has fallen asleep during dinner., Three men address a crowd., People are in a makeshift shelter at the foot of a staircase., source_sentence: A female researcher looking through a microscope.
sentences: A man misses the rope and falls, A small girl is playing video games, A woman is researching with a microscope.
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: 0.48994508338253345
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.4778683474663533
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.46917600703738915
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.47754796729416876
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.46924620767742137
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.4778683474663533
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.48994508631435785
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4778683472855999
name: Spearman Dot
verified: no, type: pearson_max
value: 0.48994508631435785
name: Pearson Max
verified: no, type: spearman_max
value: 0.4778683474663533
name: Spearman Max
verified: no
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Created: 2024-10-25 16:44:42