Model: nickmuchi/distilroberta-finetuned-financial-text-classification
Author: nickmuchi
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, roberta, text-classification, financial-sentiment-analysis, sentiment-analysis, sentence_50agree, generated_from_trainer, sentiment, finance, en, dataset:financial_phrasebank, dataset:Kaggle_Self_label, dataset:nickmuchi/financial-classification, base_model:distilbert/distilroberta-base, base_model:finetune:distilbert/distilroberta-base, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilroberta-base
Card metadata: language: en
license: apache-2.0
tags: financial-sentiment-analysis, sentiment-analysis, sentence_50agree, generated_from_trainer, sentiment, finance
datasets: financial_phrasebank, Kaggle_Self_label, nickmuchi/financial-classification
metrics: f1
widget: text: The USD rallied by 10% last night
example_title: Bullish Sentiment, text: Covid-19 cases have been increasing over the past few months impacting earnings for global firms
example_title: Bearish Sentiment, text: the USD has been trending lower
example_title: Mildly Bearish Sentiment
base_model: distilroberta-base
model-index: name: distilroberta-finetuned-finclass
results: task: type: text-classification
name: Text Classification
dataset: name: financial_phrasebank
type: finance
args: sentence_50agree
metrics: type: F1
value: 0.8835
name: F1
verified: no, type: accuracy
value: 0.89
name: accuracy
verified: no
Likes: 15 | All-time downloads: 49439
Created: 2022-03-02 23:29:05