Model: estrogen/ModernBERT-base-nli-v3
Author: estrogen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:answerdotai/ModernBERT-base, base_model:finetune:answerdotai/ModernBERT-base, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: answerdotai/ModernBERT-base
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: answerdotai/ModernBERT-base
widget: source_sentence: A construction worker is standing on a crane placing a large arm on top of a stature in progress.
sentences: A man is playing with his camera., A person standing, Nobody is standing, source_sentence: A boy in red slides down an inflatable ride.
sentences: a baby smiling, A boy is playing on an inflatable ride., A boy pierces a knife through an inflatable ride., source_sentence: A man in a black shirt is playing a guitar.
sentences: A group of women are selling their wares, The man is wearing black., The man is wearing a blue shirt., source_sentence: A man with a large power drill standing next to his daughter with a vacuum cleaner hose.
sentences: A man holding a drill stands next to a girl holding a vacuum hose., Kids ride an amusement ride., The man and girl are painting the walls., source_sentence: A middle-aged man works under the engine of a train on rail tracks.
sentences: A guy is working on a train., Two young asian men are squatting., A guy is driving to work.
datasets: sentence-transformers/all-nli
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on estrogen/ModernBERT-base-sbert-initialized
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8601586939371598
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8650559283517015
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8483904083763342
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8504558364206114
name: Spearman Cosine
verified: no
Likes: 5 | All-time downloads: 4505
Created: 2024-12-19 23:07:19