Quantifying the Carbon Emissions of Machine Learning
Paper • 1910.09700 • Published • 48
Alpacha Movie Review Sentiment
My Attempts to train Alpaca-Lora on movie sentiment analysis, trained with the IMDB dataset.
Model Details
Fine tuned Alpaca-Lora on movie sentiment analysis
Model Description
This is not production ready by any means, just my experiment.
- Developed by: LifeOfCoding
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- Finetuned from model [optional]: Alpacha Lora
Model Sources [optional]
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Uses
Direct Use
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Out-of-Scope Use
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Bias, Risks, and Limitations
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Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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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Compute Infrastructure
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Hardware
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Software
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Citation [optional]
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