Model: asaakyan/gutenberg_authorship
Author: asaakyan
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4415131, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:FacebookAI/roberta-base, base_model:finetune:FacebookAI/roberta-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: FacebookAI/roberta-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4415131, loss:TripletLoss
base_model: FacebookAI/roberta-base
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc
model-index: name: SentenceTransformer based on FacebookAI/roberta-base
results: task: type: binary-classification
name: Binary Classification
dataset: name: litemb dev
type: litemb-dev
metrics: type: cosine_accuracy
value: 0.833
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.799780011177063
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8324429334628461
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7916845083236694
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8092540132200189
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.857
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9126964494743037
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.6561430124870038
name: Cosine Mcc
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: litemb test
type: litemb-test
metrics: type: cosine_accuracy
value: 0.8371
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9183984994888306
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8420254124786649
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.9132623076438904
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8005769924269744
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.888
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9163489411155188
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.6708115884030683
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 83
Created: 2024-12-07 19:13:14