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--- |
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pipeline_tag: text-to-image |
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tags: |
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- art |
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- image-generation |
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- text-to-image |
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- diffusion |
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- high-quality |
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- AI |
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thumbnail: https://graph.org/file/66aad0f496f8a1390f222.jpg |
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--- |
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## Model Card for `enhanceaiteam/Kalpana` |
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`Kalpana` is a powerful text-to-image generation model developed by EnhanceAI. It uses a 20 billion parameter architecture to produce high-quality, detailed images based on textual descriptions. This model is ideal for artists, designers, and creative professionals seeking to generate visually compelling and accurate images. |
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### Model Details |
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- **Version**: 1.0 |
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- **Base Model**: Flux and Sdxl |
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- **Parameter Count**: 20 billion |
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- **Pipeline**: Flux Pipeline, Stable diffusion 3 |
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### Key Features |
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1. **High-Resolution Output**: Generates images at 1024x1024 resolution. |
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2. **Enhanced Prompt Understanding**: Improved comprehension of complex and detailed text prompts. |
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3. **Versatile Style Generation**: Capable of producing images in various artistic and realistic styles. |
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4. **High-Quality Images**: Delivers visually stunning and detailed images. |
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5. **Open Weights**: Available for scientific research and artistic projects. |
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### Usage |
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To use `Kalpana`, you can integrate it with the `diffusers` library. Below is an example of how to generate images: |
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```python |
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import torch |
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from diffusers import FluxPipeline |
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pipe = FluxPipeline.from_pretrained("enhanceaiteam/kalpana", torch_dtype=torch.bfloat16) |
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pipe.enable_model_cpu_offload() |
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prompt = "A cat holding a sign that says hello world" |
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out = pipe( |
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prompt=prompt, |
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guidance_scale=0., |
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height=768, |
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width=1360, |
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num_inference_steps=4, |
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max_sequence_length=256, |
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).images[0] |
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out.save("image.png") |
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``` |
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### Prompts |
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When creating prompts, be as descriptive as possible to achieve the desired results. Detailed descriptions help the model generate more accurate and relevant images. |
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### Image Samples |
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Here are some example images generated by `Kalpana`: |
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### Limitations |
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- This model is not intended or able to provide factual information. |
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- As a statistical model, this checkpoint might amplify existing societal biases. |
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- The model may fail to generate output that matches the prompts. |
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- Prompt following is heavily influenced by the prompting style. |
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### Out-of-Scope Use |
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The model and its derivatives may not be used: |
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- In any way that violates any applicable national, federal, state, local, or international law or regulation. |
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- For the purpose of exploiting, harming, or attempting to exploit or harm minors in any way; including but not limited to the solicitation, creation, acquisition, or dissemination of child exploitative content. |
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- To generate or disseminate verifiably false information and/or content with the purpose of harming others. |
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- To generate or disseminate personally identifiable information that can be used to harm an individual. |
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- To harass, abuse, threaten, stalk, or bully individuals or groups of individuals. |
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- To create non-consensual nudity or illegal pornographic content. |
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- For fully automated decision-making that adversely impacts an individual's legal rights or otherwise creates or modifies a binding, enforceable obligation. |
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- Generating or facilitating large-scale disinformation campaigns. |
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### License |
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This model falls under the [FLUX.1 [dev] Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md). |
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### Contact |
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For support and inquiries, please reach out to [enhanceai.art](https://enhanceai.art). |
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--- |
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Happy creating! |
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- The EnhanceAI Team |
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- Pranav Ajay |
