Model: StephanAkkerman/FinTwitBERT
Author: StephanAkkerman
Pipeline: fill-mask
Library: transformers
Tags: transformers, pytorch, safetensors, bert, fill-mask, NLP, BERT, FinBERT, FinTwitBERT, sentiment, finance, financial-analysis, sentiment-analysis, financial-sentiment-analysis, twitter, tweets, tweet-analysis, stocks, stock-market, crypto, cryptocurrency, en, dataset:StephanAkkerman/stock-market-tweets-data, dataset:StephanAkkerman/financial-tweets, dataset:StephanAkkerman/crypto-stock-tweets, base_model:yiyanghkust/finbert-pretrain, base_model:finetune:yiyanghkust/finbert-pretrain, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: yiyanghkust/finbert-pretrain
Card metadata: license: mit
language: en
tags: NLP, BERT, FinBERT, FinTwitBERT, sentiment, finance, financial-analysis, sentiment-analysis, financial-sentiment-analysis, twitter, tweets, tweet-analysis, stocks, stock-market, crypto, cryptocurrency
datasets: StephanAkkerman/stock-market-tweets-data, StephanAkkerman/financial-tweets, StephanAkkerman/crypto-stock-tweets
metrics: perplexity
widget: text: Paris is the [MASK] of France.
example_title: Generic 1, text: The goal of life is [MASK].
example_title: Generic 2, text: AAPL is a [MASK] sector stock.
example_title: AAPL, text: I predict that this stock will go [MASK].
example_title: Stock Direction, text: $AAPL is the ticker for the company named [MASK].
example_title: Ticker
base_model: yiyanghkust/finbert-pretrain
model-index: name: FinTwitBERT
results: task: type: financial-tweet-prediction
name: Financial Tweet Prediction
dataset: name: Stock Market Tweets Data
type: finance
metrics: type: Perplexity
value: 5.022
verified: no
Likes: 9 | All-time downloads: 2320
Created: 2023-11-05 08:59:29