metadata
license: apache-2.0
datasets:
- briefai/LongShort-Dataset
language:
- en
pipeline_tag: text-generation
tags:
- pytorch
- llama-2
- Gen-AI
- Finance
- KPI Extraction
LongShort-Llama-2-7B
- Model creator: Brief AI
- Original model: Llama 2 7B Chat
Model Description
This model leverages Llama-2-7B architecture to extract financial KPIs from the earnings call documents. The model is fine-tuned on 5K data samples.
Dataset Description
Data Source: Factiva Data Description: 28K+ Earnings Call Documents Data Scope: 1K+ public companies, Fine Tuning Data: Collection of 60K+ samples.
Prompt template: LongShort-Llama-2-7B
[INST]Given the context, answer the question.
### Question:
Extract all the finance-based performance indicators and evaluation metrics.
### Context:
{context}
### Answer:
[/INST]
Uses
Financial KPI and Metric Extraction
Evaluation
LongShort-Llama-2-7B is giving 44.4% accuracy on a validation set of 10% of the original training dataset.