CoolFace
Apppublic

PriyankaVadivel/earningsedge-demo

sourceHugging Facemitupdated 3mo agoView on Hugging Face
0likes
App README

EarningsEdge — Financial Sentiment AI

Interactive demo comparing four sentiment models on financial text.

Companion to portfolio project: github.com/PriyankaVadivel12/EarningsEdge

Models compared

  • —VADER — Rule-based baseline (2014)
  • —FinBERT — Pre-trained on financial text (ProsusAI)
  • —Llama 3.1 70B — General LLM via Groq API (zero-shot)
  • —DistilBERT (mine) — Fine-tuned on FinancialPhraseBank

Test set accuracy

ModelAccuracy
DistilBERT (mine)96.17%
FinBERT (contam ⚠️)97.64%
Llama 3.1 70B97.64%
VADER56.64%

Built by Priyanka Vadivel · MS Information Systems, Northeastern University