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--- |
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datasets: |
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- raresense/txt_to_sketch |
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base_model: |
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- black-forest-labs/FLUX.1-dev |
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library_name: diffusers |
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--- |
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<!-- Provide a quick summary of what the model is/does. --> |
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This model aims to help fashion designers to turn their imaginations of prints live through text. |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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- **Developed by:** AI Team at Rare Sense Inc |
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- **Model type:** Inpainting |
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- **Finetuned from model :** Flux Dev |
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### Model Sources |
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<!-- Provide the basic links for the model. --> |
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- **Repository:** [More Information Needed] |
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- **Paper [optional]:** [More Information Needed] |
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- **Demo [optional]:** [More Information Needed] |
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## Uses |
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- Turns fashion sketches into realistic images |
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## Bias, Risks, and Limitations |
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- Sometimes might produce inaccurate results |
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[More Information Needed] |
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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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## Hyperparameters and Input Prompt |
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**guidance_scale =** 7 |
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**num_inference_steps =** 40 |
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**Triggered Word =** [afashionsketch] |
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**Prompt:** [afashionsketch] Promt. |
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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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**Prompt:** [afashionsketch] woman wearing white jacket, yellow pants, and red heels. |
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**Prompt:** [afashionsketch] Glamorous woman with an urban wear outfit composed of an oversized yellow bomber jacket, a draped blouse in flowing magenta silk, a tight knee-length skirt, lace-up shoes with heels. |
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**Prompt:** [afashionsketch] a blue cocktail dress with a plunging neckline and a fitted bodice. |
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**Prompt:** [afashionsketch] A modern, minimalist power suit in a monochrome color palette. The outfit features sharp tailoring, an oversized blazer, wide-leg trousers, and subtle yet sophisticated details like geometric cutouts or asymmetric lapels. |
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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] |
