Model: tomaarsen/distilbert-base-uncased-sts-adaptive-layer
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, loss:AdaptiveLayerLoss, loss:CoSENTLoss, en, 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
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:AdaptiveLayerLoss, loss:CoSENTLoss
base_model: distilbert/distilbert-base-uncased
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: A man is speaking.
sentences: A man is talking., Breivik complains of 'ridicule', The dogs are chasing a cat., source_sentence: A plane is landing.
sentences: A animated airplane is landing., Three humans are walking a dog., Turkey's PM Warns Against Protests, source_sentence: A plane in the sky.
sentences: Two airplanes in the sky., A guy is playing an instrument., Obama urges no new sanctions on Iran, source_sentence: A boy is vacuuming.
sentences: A little boy is vacuuming the floor., Two dogs fighting in the snow., Gunmen 'kill 10 tourists' in Kashmir, source_sentence: A woman is dancing.
sentences: Women are dancing., Two dogs fighting in the snow., A dog digs a hole in a yard.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 5.048832905925286
energy_consumed: 0.012988955307472783
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: 0.069
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: 0.8652370775930345
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8727506004002163
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8625714457714474
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8640763670277021
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8629790773940799
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8648628595939388
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7647366616229355
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7748666009336691
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8652370775930345
name: Pearson Max
verified: no, type: spearman_max
value: 0.8727506004002163
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8353553575743735
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8456023773246713
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8492310055929263
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8451007047564367
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8493640569080374
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8449411972438509
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6924412597499117
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6793562175238733
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8493640569080374
name: Pearson Max
verified: no, type: spearman_max
value: 0.8456023773246713
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 136
Created: 2024-04-25 15:34:57