Update README.md

README.md

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 ---
 license: apache-2.0
+datasets:
+- briefai/LongShort-Dataset
+language:
+- en
+pipeline_tag: text-generation
+tags:
+- pytorch
+- llama-2
+- Gen-AI
+- Finance
+- KPI Extraction
 ---
+# LongShort-Dolly-2-7B
+- Model creator: [Brief AI](https://huggingface.co/briefai)
+- Original model: [Llama 2 7B Chat](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf)
+
+### Model Description
+
+This model leverages Llama-2 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.
+
+## Thanks