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README.md
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# Imagine V4 Model Card
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<!-- Provide a quick summary of what the model is/does. -->
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Imagine V4 is a state-of-the-art AI art model that turns complex text prompts into stunning visual art. Known for balancing photorealism with creative flair, it caters to a variety of artistic styles, from landscapes to abstract pieces. User-friendly and versatile, Imagine V4 is ideal for both professional artists and beginners. Discover the magic of artistic AI at [Imagine Art](https://www.imagine.art/).
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## Model Details
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Deepfakes and Misinformation: The model should not be used for the creation of deepfakes or any content aimed at spreading misinformation or manipulating public opinion.
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By respecting these boundaries, users of Imagine V4 can enjoy the creative capabilities of the AI model while upholding ethical standards and social responsibility.
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### Recommendations
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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## How to Get Started with the Model
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Use the code below to get started with the model.
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[More Information Needed]
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## Training Details
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### Training Data
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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[More Information Needed]
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### Training Procedure
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<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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#### Preprocessing [optional]
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[More Information Needed]
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#### Training Hyperparameters
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- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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#### Speeds, Sizes, Times [optional]
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<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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[More Information Needed]
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## Evaluation
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<!-- This section describes the evaluation protocols and provides the results. -->
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### Testing Data, Factors & Metrics
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#### Testing Data
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<!-- This should link to a Dataset Card if possible. -->
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[More Information Needed]
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#### Factors
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<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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[More Information Needed]
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#### Metrics
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<!-- These are the evaluation metrics being used, ideally with a description of why. -->
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[More Information Needed]
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### Results
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[More Information Needed]
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#### Summary
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## Model Examination [optional]
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<!-- Relevant interpretability work for the model goes here -->
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[More Information Needed]
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## Environmental Impact
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<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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- **Hardware Type:** [More Information Needed]
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- **Hours used:** [More Information Needed]
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- **Cloud Provider:** [More Information Needed]
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- **Compute Region:** [More Information Needed]
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- **Carbon Emitted:** [More Information Needed]
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## Technical Specifications [optional]
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### Model Architecture and Objective
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[More Information Needed]
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### Compute Infrastructure
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[More Information Needed]
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#### Hardware
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[More Information Needed]
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#### Software
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[More Information Needed]
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## Citation [optional]
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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**BibTeX:**
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[More Information Needed]
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**APA:**
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[More Information Needed]
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## Glossary [optional]
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<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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[More Information Needed]
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## More Information [optional]
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[More Information Needed]
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## Model Card Authors [optional]
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[More Information Needed]
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## Model Card Contact
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[More Information Needed]
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# Imagine V4 Model Card
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<!-- Provide a quick summary of what the model is/does. -->
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+
(https://huggingface.co/vyroAI/ImagineV4.1/blob/main/v4.1.png)
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Imagine V4 is a state-of-the-art AI art model that turns complex text prompts into stunning visual art. Known for balancing photorealism with creative flair, it caters to a variety of artistic styles, from landscapes to abstract pieces. User-friendly and versatile, Imagine V4 is ideal for both professional artists and beginners. Discover the magic of artistic AI at [Imagine Art](https://www.imagine.art/).
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## Model Details
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Deepfakes and Misinformation: The model should not be used for the creation of deepfakes or any content aimed at spreading misinformation or manipulating public opinion.
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By respecting these boundaries, users of Imagine V4 can enjoy the creative capabilities of the AI model while upholding ethical standards and social responsibility.
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