Model: dbourget/pb-small-10e-tsdae6e-philsim-cosine-6e-beatai-30e
Author: dbourget
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:9504, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:dbourget/philai-embeddings-2.0, base_model:finetune:dbourget/philai-embeddings-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: dbourget/philai-embeddings-2.0
Card metadata: base_model: dbourget/philai-embeddings-2.0
library_name: sentence-transformers
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:9504, loss:TripletLoss
widget: source_sentence: cap product
sentences: method of adjoining a chain of degree p with a co-chain of degree q, where q is less than or equal to p, to form a composite chain of degree p-q, Ontology , hat commodity, source_sentence: cognitivism
sentences: supporting cognitive science, study of changes in organisms caused by modification of gene expression rather than alteration of the genetic code, the idea that mind works like an algorithmic symbol manipulation , source_sentence: doxastic voluntarism
sentences: Land surrounded by water, belief one is free, the ability to will beliefs, source_sentence: conceptual role
sentences: concept, inferential role, Theory of knowledge , source_sentence: scientific revolutions
sentences: scientific realism, Universal moral principles govern legal systems, paradigm shifts
model-index: name: SentenceTransformer based on dbourget/philai-embeddings-2.0
results: task: type: triplet
name: Triplet
dataset: name: beatai dev
type: beatai-dev
metrics: type: cosine_accuracy
value: 0.8215488215488216
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.24494949494949494
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.835016835016835
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8341750841750841
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.835016835016835
name: Max Accuracy
verified: no
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Created: 2024-09-26 18:08:51