Create README.md

README.md

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+---
+pipeline_tag: text-to-image
+---
+
+![Kalpana Grid](./kalpana_grid.jpg)
+
+## Model Card for `enhanceaiteam/Kalpana`
+
+`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.
+
+### Model Details
+
+- **Version**: 1.0
+- **Base Model**: EnhanceAI's proprietary image generation architecture
+- **Training Data**: Trained on a diverse dataset of high-resolution, copyright-free images, covering a broad range of visual styles and subjects.
+- **Parameter Count**: 20 billion
+- **Pipeline**: Stable Diffusion XL Pipeline
+
+### Key Features
+
+1. **High-Resolution Output**: Generates images at 1024x1024 resolution.
+2. **Enhanced Prompt Understanding**: Improved comprehension of complex and detailed text prompts.
+3. **Versatile Style Generation**: Capable of producing images in various artistic and realistic styles.
+4. **High-Quality Images**: Delivers visually stunning and detailed images.
+5. **Open Weights**: Available for scientific research and artistic projects.
+
+### Usage
+
+To use `Kalpana`, you can integrate it with the `diffusers` library. Below is an example of how to generate images:
+
+```python
+import torch
+from diffusers import FluxPipeline
+
+pipe = FluxPipeline.from_pretrained("enhanceaiteam/kalpana", torch_dtype=torch.bfloat16)
+pipe.enable_model_cpu_offload()
+
+prompt = "A cat holding a sign that says hello world"
+out = pipe(
+    prompt=prompt,
+    guidance_scale=0.,
+    height=768,
+    width=1360,
+    num_inference_steps=4,
+    max_sequence_length=256,
+).images[0]
+out.save("image.png")
+```
+
+
+### Prompts
+
+When creating prompts, be as descriptive as possible to achieve the desired results. Detailed descriptions help the model generate more accurate and relevant images.
+
+### Image Samples
+
+Here are some example images generated by `Kalpana`:
+
+- ![Example Image 1](https://enhanceai.s3.amazonaws.com/f735ed72-5c34-425e-8628-58527053ca81_3.png)
+- ![Example Image 2](https://enhanceai.s3.amazonaws.com/066df381-0429-4445-a4a6-7e098718058e_1.png)
+- ![Example Image 3](https://enhanceai.s3.amazonaws.com/bffeebfa-7bff-4377-8cd2-1705a6ef92a9_1.png)
+- ![Example Image 4](https://enhanceai.s3.amazonaws.com/0a81bcd2-a640-45fa-8fba-4db282e3ac4a_1.png)
+- ![Example Image 5](https://enhanceai.s3.amazonaws.com/915a1e2a-32ed-45a8-bccf-d4ad6abe81d9_1.png)
+- ![Example Image 6](https://enhanceai.s3.amazonaws.com/e0723a97-a425-492a-8387-8e735084d718_1.png)
+
+### Limitations
+
+- This model is not intended or able to provide factual information.
+- As a statistical model, this checkpoint might amplify existing societal biases.
+- The model may fail to generate output that matches the prompts.
+- Prompt following is heavily influenced by the prompting style.
+
+### Out-of-Scope Use
+
+The model and its derivatives may not be used:
+
+- In any way that violates any applicable national, federal, state, local, or international law or regulation.
+- 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.
+- To generate or disseminate verifiably false information and/or content with the purpose of harming others.
+- To generate or disseminate personally identifiable information that can be used to harm an individual.
+- To harass, abuse, threaten, stalk, or bully individuals or groups of individuals.
+- To create non-consensual nudity or illegal pornographic content.
+- For fully automated decision-making that adversely impacts an individual's legal rights or otherwise creates or modifies a binding, enforceable obligation.
+- Generating or facilitating large-scale disinformation campaigns.
+
+### License
+
+This model falls under the [FLUX.1 [dev] Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
+
+### Contact
+
+For support and inquiries, please reach out to [enhanceai.art](https://enhanceai.art).
+
+---
+
+Happy creating!
+
+- The EnhanceAI Team
+- Pranav Ajay