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library_name: transformers, peft |
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datasets: |
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- glue |
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# Model Card for Model ID |
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This model is a peft version of the roberta-large finetuned on the mrpc task of glue dataset |
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## Model Details |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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This model is finetuned on the mrpc task of Glue dataset which essentially compares two statements and decides and gets a label as to if they are equivalent or not. Dataset example is shown below |
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The model was tested on the testing set and gave an accuracy of 86.6% and F1 score of 90% |
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Similar fine tuning and evaluation can be done on the other tasks of the GLUE dataset by loading the correspodning config files or defining appropriate LORA config uing sample code : |
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- **Developed by:** PEFT library example |
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- **Model type:** [More Information Needed] |
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- **Language(s) (NLP):** [More Information Needed] |
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- **License:** [More Information Needed] |
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- **Finetuned from model [optional]:** roberta-large |
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