Update README.md

README.md

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     environment) teeming with life and excitement.
 ---
 
-# DreamBooth model for the trex concept trained by HugeFighter on the HugeFighter/dreambooth-hackathon-images dataset.
-
-This is a Stable Diffusion model fine-tuned on the trex concept with DreamBooth. It can be used by modifying the `instance_prompt`: **a photo of trex dinosaur**
+# A DreamBooth model capable of spectacular/cinematic visuals of Tyrannosaurus rex (the most famous and feared of all prehistoric predators) dinosaur image generator.
+Trained by {api.whoami()["name"]} on the {dataset_id} dataset, This is a Stable Diffusion model fine-tuned on the {name_of_your_concept} concept with DreamBooth. 
+It can be used by modifying the `instance_prompt`: **{instance_prompt}**
 
 This model was created as part of the DreamBooth Hackathon 🔥. Visit the [organisation page](https://huggingface.co/dreambooth-hackathon) for instructions on how to take part!
 
@@ -37,3 +37,24 @@ pipeline = StableDiffusionPipeline.from_pretrained('HugeFighter/trex-dinosaur')
 image = pipeline().images[0]
 image
 ```
+
+### Dataset Summary: T.Rex generator
+This dataset includes 12 images of trex collected randomly from web. 
+The dataset contains unique photographs of trex with different backgrounds.
+I won't recommend this using these images as your training data (small dataset), but you can still use it for sampling purpose.
+
+The dataset is intended to be used in the context of the Hugging Face Dream Booth hackathon, a competition that challenges participants to build innovative applications using the Hugging Face transformers library. The submission is for the category of animal.
+
+## Dataset Structure
+
+The complete dataset consists of 12 objects, representing 0.01GB of stored data across 12 rows in parquet format.
+
+# Examples of output images generated by pipeline
+prompt = "A photo of a trex dinosaur, wandering over Jurassic park with a big roar"
+![Jurassic.png](https://github.com/sivianil/diffusers/blob/6d2a6baf80aa44a81b1c165dc8915f8bc56f3dd5/Jurassic.png)
+
+prompt = "Photorealistic trex dinosaur, (Jurassic Park) lush greenery, towering prehistoric ferns, dramatic lighting casting shadows, (intense expression), rugged texture of scales, ferocious stance, misty atmosphere, high-quality detail, 4K, (cinematic depth), vibrant colors of nature, embedding a sense of ancient history, (dynamic environment) teeming with life and excitement."
+![Trex_11.jpg](https://github.com/sivianil/diffusers/blob/539dc890840de9f65fba25a4beb82f4d31a8d2f2/Trex_11.jpg)
+
+
+