Model: tomaarsen/distilroberta-base-nli-adaptive-layer
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, loss:AdaptiveLayerLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2402.14776, arxiv:1705.00652, base_model:distilbert/distilroberta-base, base_model:finetune:distilbert/distilroberta-base, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilroberta-base
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:AdaptiveLayerLoss, loss:MultipleNegativesRankingLoss
base_model: distilbert/distilroberta-base
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: Certainly.
sentences: 'Of course.', The idea is a good one., the woman is asleep at home, source_sentence: He walked.
sentences: The man was walking., The people are running., The women are making pizza., source_sentence: Double pig.
sentences: Ah, triple pig!, He had no real answer., Do you not know?, source_sentence: Very simply.
sentences: Not complicatedly., People are on a beach., The man kicks the umpire., source_sentence: Introduction
sentences: Analytical Perspectives., A man reads the paper., No one wanted Singapore.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 94.69690706493431
energy_consumed: 0.24362341090329948
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: 0.849
hardware_used: 1 x NVIDIA GeForce RTX 3090
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: 0.845554152020916
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8486455482928023
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8475103134032791
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8505660318245544
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8494883021932786
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8526835635349959
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7866563719943611
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7816258810453734
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8494883021932786
name: Pearson Max
verified: no, type: spearman_max
value: 0.8526835635349959
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8182808182081737
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8148039503538166
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8132463174874629
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8088248622918064
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8148200486691981
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8105059611031759
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7499699563291125
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7350068244681712
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8182808182081737
name: Pearson Max
verified: no, type: spearman_max
value: 0.8148039503538166
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 124
Created: 2024-04-25 15:02:05