Model Card for Model ID
Generates a LeetCode Question taking difficulty level and topic as input.
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.
- Developed by: Usaid Bin Rehan
- Funded by: NVIDIA Research Center
- Model type: Question-Answering
- Language(s) (NLP): English
- License: None
- Finetuned from model: Zephyr-7B
Model Sources [optional]
- Paper [optional]: currently in works
- Demo [optional]: will be made public soon
Uses
The model can be used directly in any LMS to generate LeetCode questions or can be fine-tuned on further difficulty and topic categorized questions.
Direct Use
The model can be inferenced to respond with LeetCode question that is categorized by the topic and difficulty level passed as prompt.
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Out-of-Scope Use
Generating questions of courses other than programming has not been validated
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Bias, Risks, and Limitations
It is limited to only generating LeetCode questions it has been trained on
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Recommendations
It has been designed to generate popular LeetCode questions for practice
How to Get Started with the Model
Use the code below to get started with the model.
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Training Details
Training Data
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Training Procedure
Preprocessing [optional]
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Training Hyperparameters
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Speeds, Sizes, Times [optional]
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Evaluation
Testing Data, Factors & Metrics
Testing Data
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Factors
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Metrics
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Results
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Summary
Model Examination [optional]
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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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Technical Specifications [optional]
Model Architecture and Objective
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Hardware
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Software
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Citation [optional]
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