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@@ -25,9 +25,9 @@ Data Source: Factiva
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  Data Description: 28K+ Earnings Call Documents
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  Data Scope: 1K+ public companies,
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  Fine Tuning Data: Collection of 60K+ samples.
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-
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65370806ca70ffcd7214ee26/ho_C9XOE6iF27X8hpy_EM.png)
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-
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  ## Prompt template: LongShort-Llama-2-7B
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  ```
@@ -49,10 +49,10 @@ Extract all the finance-based performance indicators and evaluation metrics.
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  Financial KPI and Metric Extraction
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- ## Evaluation Results
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-
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65370806ca70ffcd7214ee26/Q6kCUmVMXs_9rTsU5n-nt.png)
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65370806ca70ffcd7214ee26/MfsnBJKfLjHZAXH2dc1mM.png)
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  LongShort-Llama-2-7B is giving 44.4% accuracy on a validation set of 10% of the original training dataset.
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  Data Description: 28K+ Earnings Call Documents
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  Data Scope: 1K+ public companies,
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  Fine Tuning Data: Collection of 60K+ samples.
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+ <p align="center">
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65370806ca70ffcd7214ee26/ho_C9XOE6iF27X8hpy_EM.png)
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+ </p>
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  ## Prompt template: LongShort-Llama-2-7B
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  ```
 
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  Financial KPI and Metric Extraction
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+ ## Evaluation
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+ <p align="center">
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65370806ca70ffcd7214ee26/FHrvR-sgdW0A1goJVVrp0.png)
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+ </p>
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  LongShort-Llama-2-7B is giving 44.4% accuracy on a validation set of 10% of the original training dataset.
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