Model: sobamchan/roberta-base-mrl-768-512-256-128-64
Author: sobamchan
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, dense, 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:FacebookAI/roberta-base, base_model:finetune:FacebookAI/roberta-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: FacebookAI/roberta-base
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:557850, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: FacebookAI/roberta-base
widget: source_sentence: A man is jumping unto his filthy bed.
sentences: A young male is looking at a newspaper while 2 females walks past him., The bed is dirty., The man is on the moon., source_sentence: A carefully balanced male stands on one foot near a clean ocean beach area.
sentences: A man is ouside near the beach., Three policemen patrol the streets on bikes, A man is sitting on his couch., source_sentence: The man is wearing a blue shirt.
sentences: Near the trashcan the man stood and smoked, A man in a blue shirt leans on a wall beside a road with a blue van and red car with water in the background., A man in a black shirt is playing a guitar., source_sentence: The girls are outdoors.
sentences: Two girls riding on an amusement part ride., a guy laughs while doing laundry, Three girls are standing together in a room, one is listening, one is writing on a wall and the third is talking to them., source_sentence: A construction worker peeking out of a manhole while his coworker sits on the sidewalk smiling.
sentences: A worker is looking out of a manhole., A man is giving a presentation., The workers are both inside the manhole.
datasets: sentence-transformers/all-nli
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on FacebookAI/roberta-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8241814031337984
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8259035049034043
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7898577600603425
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7921392190960375
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 25
Created: 2025-12-30 12:52:32