metadata
license: apache-2.0
datasets:
- briefai/LongShort-Dataset
language:
- en
pipeline_tag: text-generation
tags:
- pytorch
- dolly
- Gen-AI
- Finance
- KPI Extraction
LongShort-Dolly-2-7B
- Model creator: Brief AI
- Original model: Llama 2 7B Chat
Model Description
This model leverages Dolly-2-7B architecture to extract financial KPIs from the earnings call documents.
Prompt template: LongShort-Dolly-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 Extraction
Evaluation Results
Accuracy of the model = KPIs Found / ((KPIs Found) + (KPIs Not Found))
LongShort-Dolly-2-7B gives 30.7% accuracy on a validation set of 10% of the original training dataset.