Model Card for Model ID

The model is finetuned to generate questions for a given context and the answer given the answer is in the context.

Model Details

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. This model has been finetuned to generate questions from a given context and a relevant answer. It has used LoRA with a rank of 128 and alpha of 256. The dataset used is SquadV2 and it has been modified to best suit the task at hand - Instruction finetuning using Cloze prompts.

• Developed by: V L Raman Raj Botta
• Model type: QG
• Language(s) (NLP): Python
• License: MIT
• Finetuned from model : google/flan-t5-small

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How to Get Started with the Model

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Training Details

Training Data

Squad V2 [More Information Needed]

Training Procedure

LoRA , rank r = 128 and alpha = 256

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Evaluation

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Summary

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Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

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Model Architecture and Objective

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