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README.md

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 ---
 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