Model: rajistics/mpnet-base-all-nli-triplet
Author: rajistics
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: language: en
license: apache-2.0
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, loss:MultipleNegativesRankingLoss
base_model: microsoft/mpnet-base
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
widget: source_sentence: No animals.
sentences: It doesn't get it., The person is sleeping., the man is at home sleeping, source_sentence: Three boys.
sentences: All of them, Oh, what a fool I feel!, The lady is taking a nap., source_sentence: Suggesetions
sentences: said San'doro., He wears contact lens., a cat sleeps on a pillow, source_sentence: It's true.
sentences: It is true, A whale eats the fish., a cat sleeps on a pillow, source_sentence: Yes it did.
sentences: oh does it sure, The puppets eat human., the woman is asleep at home
pipeline_tag: sentence-similarity
model-index: name: MPNet base trained on AllNLI triplets
results: task: type: triplet
name: Triplet
dataset: name: all nli dev
type: all-nli-dev
metrics: type: cosine_accuracy
value: 0.8452308626974484
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.15264277035236937
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8420413122721749
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8399149453219927
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8452308626974484
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test
type: all-nli-test
metrics: type: cosine_accuracy
value: 0.8662430019670146
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.13269783628385534
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8607958844000605
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8635194431835376
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8662430019670146
name: Max Accuracy
verified: no
Likes: 1 | All-time downloads: 150
Created: 2024-06-03 15:55:11