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Sujet Finance 8B V0.1

Developed by sujet-ai
A financial domain-specific language model fine-tuned based on LLAMA 3 8B, focusing on financial text analysis tasks
Downloads 27
Release Time : 4/21/2024

Model Overview

A language model optimized for the financial domain, capable of performing tasks such as true/false judgment, topic classification, and sentiment analysis on financial texts

Model Features

Financial Domain Optimization
Specially fine-tuned for financial texts, excelling in financial-related tasks
Multi-Task Support
Supports three major financial tasks: true/false judgment, topic classification, and sentiment analysis
Balanced Training
Uses balanced sampling strategies to ensure comprehensive coverage of various financial scenarios
Efficient Fine-tuning
Employs LoRA technology for efficient fine-tuning, reducing computational resource requirements

Model Capabilities

Financial text generation
Financial true/false judgment
Financial topic classification
Financial sentiment analysis
Financial Q&A

Use Cases

Financial Analysis
Financial News Sentiment Analysis
Analyze the sentiment tendency of financial news (bullish/bearish/neutral)
Accurately determines the sentiment tendency of financial texts
Financial Topic Classification
Classify financial texts into 20 categories such as company news, market trends, and financial reports
Accurately classifies financial text topics
Financial Q&A System
Answer simple financial true/false questions
Accurately answers true/false questions in the financial domain
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