Model: tomaarsen/distilbert-base-uncased-sts-adaptive-layer-3329
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:AdaptiveLayerLoss, loss:CoSENTLoss, en, dataset:sentence-transformers/stsb, arxiv:1908.10084, arxiv:2402.14776, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:AdaptiveLayerLoss, loss:CoSENTLoss
base_model: distilbert/distilbert-base-uncased
widget: source_sentence: The man talked to a girl over the internet camera.
sentences: A group of elderly people pose around a dining table., A teenager talks to a girl over a webcam., There is no 'still' that is not relative to some other object., source_sentence: A woman is writing something.
sentences: Two eagles are perched on a branch., It refers to the maximum f-stop (which is defined as the ratio of focal length to effective aperture diameter)., A woman is chopping green onions., source_sentence: The player shoots the winning points.
sentences: Minimum wage laws hurt the least skilled, least productive the most., The basketball player is about to score points for his team., Sheep are grazing in the field in front of a line of trees., source_sentence: Stars form in star-formation regions, which itself develop from molecular clouds.
sentences: Although I believe Searle is mistaken, I don't think you have found the problem., It may be possible for a solar system like ours to exist outside of a galaxy., A blond-haired child performing on the trumpet in front of a house while his younger brother watches., source_sentence: While Queen may refer to both Queen regent (sovereign) or Queen consort, the King has always been the sovereign.
sentences: At first, I thought this is a bit of a tricky question., A man sitting on the floor in a room is strumming a guitar., There is a very good reason not to refer to the Queen's spouse as "King" - because they aren't the King.
datasets: sentence-transformers/stsb
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
co2_eq_emissions: emissions: 3.6744839996256284
energy_consumed: 0.009453216087454216
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.044
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on distilbert/distilbert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8638269787932944
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8721236892851179
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8423280429004928
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8547628920315222
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 8
Created: 2025-05-12 10:21:46