Model: gavinqiangli/mpnet-base-all-nli-triplet
Author: gavinqiangli
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-large-en, base_model:finetune:BAAI/bge-large-en, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-large-en
Card metadata: base_model: BAAI/bge-large-en
datasets: sentence-transformers/all-nli
language: en
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:557850, loss:MultipleNegativesRankingLoss
widget: source_sentence: A construction worker is standing on a crane placing a large arm on top of a stature in progress.
sentences: A man is playing with his camera., A person standing, Nobody is standing, source_sentence: A boy in red slides down an inflatable ride.
sentences: a baby smiling, A boy is playing on an inflatable ride., A boy pierces a knife through an inflatable ride., source_sentence: A man in a black shirt is playing a guitar.
sentences: A group of women are selling their wares, The man is wearing black., The man is wearing a blue shirt., source_sentence: A man with a large power drill standing next to his daughter with a vacuum cleaner hose.
sentences: A man holding a drill stands next to a girl holding a vacuum hose., Kids ride an amusement ride., The man and girl are painting the walls., source_sentence: A middle-aged man works under the engine of a train on rail tracks.
sentences: A guy is working on a train., Two young asian men are squatting., A guy is driving to work.
model-index: name: SentenceTransformer based on BAAI/bge-large-en
results: task: type: triplet
name: Triplet
dataset: name: all nli test
type: all-nli-test
metrics: type: cosine_accuracy
value: 0.8853079134513542
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.11469208654864578
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.885761839915267
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8853079134513542
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.885761839915267
name: Max Accuracy
verified: no
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Created: 2024-11-02 22:14:29