Model: nikhilr/distilroberta-base-nli-v3
Author: nikhilr
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:GISTEmbedLoss, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:2402.16829, base_model:distilbert/distilroberta-base, base_model:finetune:distilbert/distilroberta-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilroberta-base
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:GISTEmbedLoss
base_model: distilbert/distilroberta-base
widget: source_sentence: A man dressed in yellow rescue gear walks in a field.
sentences: A person messes with some papers., The man is outdoors., The man is bowling., source_sentence: A young woman tennis player dressed in black carries many tennis balls on her racket.
sentences: A young woman tennis player have many tennis balls., Two men are fishing., A young woman never wears white dress., source_sentence: An older gentleman enjoys a scenic stroll through the countryside.
sentences: A pirate boards the spaceship., A man walks the countryside., Girls standing at a whiteboard in front of class., source_sentence: A kid in a red and black coat is laying on his back in the snow with his arm in the air and a red sled is next to him.
sentences: It is a cold day., A girl with her hands in a tub., The kid is on a sugar high., source_sentence: A young boy playing in the grass.
sentences: A woman in a restaurant., The boy is in the sand., There is a child in the grass.
datasets: sentence-transformers/all-nli
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on distilbert/distilroberta-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.7720865002894074
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8078292720959129
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7217099030896138
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7449878184050762
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 57
Created: 2025-01-20 23:03:30