---
license: apache-2.0
datasets:
- briefai/LongShort-Dataset
language:
- en
pipeline_tag: text-generation
tags:
- pytorch
- mistral
- Gen-AI
- Finance
- KPI Extraction
---
# LongShort-Mistral-7B
- Model creator: [Brief AI](https://huggingface.co/briefai)
- Original model: [Mistral 7B Instruct](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1)

### Model Description

This model leverages Mistral-7B architecture to extract financial KPIs from the earnings call documents. 

## Prompt template: LongShort-Mistral-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-Mistral-7B is giving 48% accuracy on a validation set of 10% of the original training dataset.

## Thanks