Model: tomaarsen/setfit-absa-bge-small-en-v1.5-restaurants-aspect
Author: tomaarsen
Pipeline: text-classification
Library: setfit
Tags: setfit, pytorch, bert, absa, sentence-transformers, text-classification, generated_from_setfit_trainer, en, dataset:tomaarsen/setfit-absa-semeval-restaurants, arxiv:2209.11055, base_model:BAAI/bge-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, license:apache-2.0, model-index, co2_eq_emissions, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
Card metadata: language: en
license: apache-2.0
library_name: setfit
tags: setfit, absa, sentence-transformers, text-classification, generated_from_setfit_trainer
datasets: tomaarsen/setfit-absa-semeval-restaurants
metrics: accuracy
widget: bottles of wine:bottles of wine are cheap and good., world:I also ordered the Change Mojito, which was out of this world., bar:We were still sitting at the bar while we drank the sangria, but facing away from the bar when we turned back around, the $2 was gone the people next to us said the bartender took it., word:word of advice, save room for pasta dishes and never leave until you've had the tiramisu., bartender:We were still sitting at the bar while we drank the sangria, but facing away from the bar when we turned back around, the $2 was gone the people next to us said the bartender took it.
pipeline_tag: text-classification
inference: no
co2_eq_emissions: emissions: 18.322516829847984
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.303
hardware_used: 1 x NVIDIA GeForce RTX 3090
base_model: BAAI/bge-small-en-v1.5
model-index: name: SetFit Aspect Model with BAAI/bge-small-en-v1.5 on SemEval 2014 Task 4 (Restaurants)
results: task: type: text-classification
name: Text Classification
dataset: name: SemEval 2014 Task 4 (Restaurants)
type: tomaarsen/setfit-absa-semeval-restaurants
split: test
metrics: type: accuracy
value: 0.8623188405797102
name: Accuracy
verified: no
Likes: 4 | All-time downloads: 35857
Created: 2023-12-04 14:48:41