Quantifying the Carbon Emissions of Machine Learning
Paper • 1910.09700 • Published • 46
Model Card for diffusers-rexxliferaj
This model is CompVis/stable-diffusion-v1-4 fine-tuned on some photos of Rexx Life Raj using diffusers dreambooth fine-tuning.
Examples of Generated Images
Table of Contents
- Model Details
- Uses
- Bias, Risks, and Limitations
- Training Details
- Evaluation
- Model Examination
- Environmental Impact
- Technical Specifications
- Citation
- Glossary
- More Information
- Model Card Authors
- Model Card Contact
- How To Get Started With the Model
Model Details
Model Description
- Developed by: @nateraw
- Shared by [optional]: @nateraw
- Model type: text-to-image
- Language(s) (NLP): en
- License: mit
- Finetuned from model [optional]: CompVis/stable-diffusion-v1-4
- Resources for more information: [More Information Needed]
Uses
Direct Use
This model can be used to generate pictures including Rexx Life Raj, using the instance prompt 'rexxliferaj'.
Downstream Use [optional]
[More Information Needed]
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.
Training Details
Training Data
[More Information Needed]
Training Procedure [optional]
Preprocessing
I cropped the photos for training to 512x512 to make sure the figure is included in the image when cropped by dreambooth process.
Speeds, Sizes, Times
[More Information Needed]
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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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).
- Hardware Type: [More Information Needed]
- Hours used: [More Information Needed]
- Cloud Provider: [More Information Needed]
- Compute Region: [More Information Needed]
- Carbon Emitted: [More Information Needed]
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]
BibTeX:
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APA:
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Glossary [optional]
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More Information [optional]
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Model Card Authors [optional]
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Model Card Contact
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How to Get Started with the Model
Use the code below to get started with the model.
Click to expand
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