Model: PietroSaveri/meme-cluster-classifier
Author: PietroSaveri
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6066, loss:OnlineContrastiveLoss, arxiv:1908.10084, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6066, loss:OnlineContrastiveLoss
base_model: sentence-transformers/all-mpnet-base-v2
widget: source_sentence: Mitochondria, often called 'powerhouses of the cell,' generate most of the cell's ATP through cellular respiration and have their own DNA.
sentences: Plate tectonics theory explains that Earth's lithosphere is divided into plates that move, causing earthquakes, volcanoes, and mountain formation., The Titanic was intentionally sunk as part of an insurance scam by J.P. Morgan., Why can't you trust a statistician? They're always plotting something, and they have a mean personality., source_sentence: Sharks have existed for about 400 million years, predating trees (which appeared around 350 million years ago).
sentences: What is a physicist's favorite food? Fission chips., Venus has a surface temperature of ~465°C (870°F) due to a runaway greenhouse effect from its dense CO2 atmosphere, making it hotter than Mercury., My therapist told me time heals all wounds. So I stabbed him. Now we wait. For science!, source_sentence: CRISPR-Cas9 is a gene-editing tool that uses a guide RNA to direct the Cas9 enzyme to a specific DNA sequence for cutting.
sentences: Plate tectonics theory explains that Earth's lithosphere is divided into plates that move, causing earthquakes, volcanoes, and mountain formation., Elvis Presley faked his death and is still alive, living in secret., Why don't skeletons fight each other? They don't have the guts., source_sentence: Venus has a surface temperature of ~465°C (870°F) due to a runaway greenhouse effect from its dense CO2 atmosphere, making it hotter than Mercury.
sentences: JFK was assassinated by the CIA/Mafia/LBJ, not a lone gunman., Why do programmers prefer dark mode? Because light attracts bugs., Plate tectonics theory explains that Earth's lithosphere is divided into plates that move, causing earthquakes, volcanoes, and mountain formation., source_sentence: Finland doesn't exist; it's a fabrication by Japan and Russia.
sentences: Why did the functions stop calling each other? Because they had constant arguments and no common ground., What's a pirate's favorite programming language? Rrrrr! (or C, for the sea), The lost city of Atlantis is real and its advanced technology is hidden from us.
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 sentence-transformers/all-mpnet-base-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: meme dev binary
type: meme-dev-binary
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7174700498580933
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 1
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7174700498580933
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 1
name: Cosine Precision
verified: no, type: cosine_recall
value: 1
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9999999999999999
name: Cosine Ap
verified: no, type: cosine_mcc
value: 1
name: Cosine Mcc
verified: no
Likes: 1 | All-time downloads: 91
Created: 2025-06-09 10:25:47