Model: ravi259/distilroberta-base-sentence-transformer_finetuned
Author: ravi259
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:101762, loss:TripletLoss, en, dataset:embedding-data/QQP_triplets, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:1703.07737, 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:101762, loss:TripletLoss
base_model: distilbert/distilroberta-base
widget: source_sentence: A dog is in the water.
sentences: The woman is wearing green., The dog is rolling around in the grass., A brown dog swims through water outdoors with a tennis ball in its mouth., source_sentence: A dog is swimming.
sentences: a black dog swimming in the water with a tennis ball in his mouth, A dog with yellow fur swims, neck deep, in water., A brown dog running through a large orange tube., source_sentence: A dog is swimming.
sentences: A dog with golden hair swims through water., A golden haired dog is lying in a boat that is traveling on a lake., A dog with golden hair swims through water., source_sentence: A dog is swimming.
sentences: A tan dog splashes as he swims through the water., A man and young boy asleep in a chair., A dog in a harness chasing a red ball., source_sentence: A dog is in the water.
sentences: A big brown dog jumps into a swimming pool on the backyard., Wet brown dog swims towards camera., The dog is rolling around in the grass.
datasets: embedding-data/QQP_triplets, sentence-transformers/all-nli
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on distilbert/distilroberta-base
results: task: type: triplet
name: Triplet
dataset: name: all nli dev
type: all-nli-dev
metrics: type: cosine_accuracy
value: 0.9556500315666199
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test
type: all-nli-test
metrics: type: cosine_accuracy
value: 0.9048267602920532
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 52
Created: 2025-02-23 23:58:44