Model: philipp-zettl/MiniLM-similarity-small
Author: philipp-zettl
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1267, loss:CoSENTLoss, arxiv:1908.10084, base_model:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1267, loss:CoSENTLoss
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: Give me suggestions for a high-quality DSLR camera
sentences: faq query, subscription query, faq query, source_sentence: Aidez-moi à configurer une nouvelle adresse e-mail
sentences: order query, faq query, feedback query, source_sentence: Как я могу изменить адрес доставки?
sentences: support query, product query, product query, source_sentence: ساعدني في حذف الملفات الغير مرغوب فيها من هاتفي
sentences: technical support query, product recommendation, faq query, source_sentence: Envoyez-moi la politique de garantie de ce produit
sentences: faq query, account query, faq query
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: MiniLM dev
type: MiniLM-dev
metrics: type: pearson_cosine
value: 0.6538226572138826
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6336766646599241
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.5799895241429639
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.5525776786782183
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.5732001104236694
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.5394971970682657
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6359725423136287
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6237936341101822
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6538226572138826
name: Pearson Max
verified: no, type: spearman_max
value: 0.6336766646599241
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: MiniLM test
type: MiniLM-test
metrics: type: pearson_cosine
value: 0.6682368113711722
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6222011918428743
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.5714617063306076
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.5481366191719228
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.5726946277850402
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.549312247309557
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6396412507506479
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6107388175009413
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6682368113711722
name: Pearson Max
verified: no, type: spearman_max
value: 0.6222011918428743
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 154
Created: 2024-09-07 16:02:14