Model: tomaarsen/distilroberta-base-paraphrases-multi
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, 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: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: She was buried in Breda .
sentences: Anna was buried in Breda ., Jackson Township is a township found in Will County , Illinois ., Saint-Genis-Pouilly is a commune in the Ain department in eastern France ., source_sentence: Have you never been mellow? No, I'm just a grumpy sumbitch
sentences: How many of you retards have ever had wooopi.? Not me... I'm saving myself..., Has anyone heard of the marketing company Vector? If so what is the company about and is it a good place to work?, I want to make hearts on the computer too?!? How do i do it!!!!i tried doing alt 3 but i couldn't see my heart!!!Is that normal!!, source_sentence: Are there UFOs?
sentences: Who has seen aliens or UFOs?, How do people become famous?, How do I learn math?, source_sentence: The dog runs.
sentences: A dog running., A man eats a sandwich., The people are sitting., source_sentence: guy on a bike
sentences: Man riding a bike, A man cooks on a grill., The woman is indoors.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 78.69029495412121
energy_consumed: 0.2024437614268031
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: 0.601
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: 0.8415424335219892
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.845236449663091
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8502275215819475
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.851659983857617
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8534543309306831
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8555429338051269
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6505488321872611
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6489555708500816
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8534543309306831
name: Pearson Max
verified: no, type: spearman_max
value: 0.8555429338051269
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8105817065758533
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8144723448926713
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8225264118038157
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8131121443026537
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.825469313508584
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8164637881262432
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5910799174044387
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.5760606722387962
name: Spearman Dot
verified: no, type: pearson_max
value: 0.825469313508584
name: Pearson Max
verified: no, type: spearman_max
value: 0.8164637881262432
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 105
Created: 2024-05-02 12:02:28