Update README.md

README.md

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+# AnimeXL - Fine-Tuned Model on Anime Style Images  
+
+This LoRA (Low-Rank Adaptation) is fine-tuned using **200+ anime-style images** and trained over **2500 steps** to produce high-quality anime-style image generations. Use the trigger word **`animexl`** in your prompts for optimal results.  
+
+## Features  
+- **Specialized for Anime Style:** Generates images with vibrant and detailed anime-style aesthetics.  
+- **Fine-tuned with 200+ Images:** Offers exceptional performance for anime-themed prompts.  
+- **Efficient and Flexible:** Works seamlessly with the 🧨 `diffusers` library.  
+
 ---
-license: other
-license_name: flux-1-dev-non-commercial-license
-license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
-language:
-- en
-tags:
-- flux
-- diffusers
-- lora
-- replicate
-base_model: "black-forest-labs/FLUX.1-dev"
-pipeline_tag: text-to-image
-# widget:
-#   - text: >-
-#       prompt
-#     output:
-#       url: https://...
-instance_prompt: animexl
----
 
-# Animexl
+## How to Use  
+This LoRA is designed to be used with the **🧨 `diffusers` library** in Python. Below is an example to help you get started:
+
+### Code Example  
+```python
+from diffusers import AutoPipelineForText2Image
+import torch
+
+# Load the base model
+pipeline = AutoPipelineForText2Image.from_pretrained(
+    'black-forest-labs/FLUX.1-dev', 
+    torch_dtype=torch.float16
+).to('cuda')
+
+# Load the LoRA weights
+pipeline.load_lora_weights('Nishit2411/AnimeXL', weight_name='lora.safetensors')
 
-<Gallery />
+# Generate an image
+prompt = "animexl a warrior in a futuristic city"
+image = pipeline(prompt).images[0]
 
-Trained on Replicate using:
+# Save or display the image
+image.save("output.png")
+```
 
-https://replicate.com/ostris/flux-dev-lora-trainer/train
+---
 
+## Trigger Words  
+To achieve the best results, include **`animexl`** in your prompts. For example:  
+- `"animexl a magical girl in a serene forest"`  
+- `"animexl a futuristic city with anime characters"`  
 
-## Trigger words
-You should use `animexl` to trigger the image generation.
+---
 
+## Advanced Usage  
+For additional techniques like:  
+- **Weighting prompts**  
+- **Merging and fusing multiple LoRAs**  
 
-## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+Refer to the official [diffusers documentation on loading LoRAs](https://huggingface.co/docs/diffusers/using-diffusers/lora).  
 
-```py
-from diffusers import AutoPipelineForText2Image
-import torch
+---
 
-pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.float16).to('cuda')
-pipeline.load_lora_weights('Nishit2411/AnimeXL', weight_name='lora.safetensors')
-image = pipeline('your prompt').images[0]
-```
+## About AnimeXL  
+AnimeXL is a finely-tuned model created to enhance creativity and cater to anime-style generation enthusiasts. Developed using **Replicate's LoRA Trainer** at:  
+[LoRA Trainer](https://replicate.com/ostris/flux-dev-lora-trainer/train).  
 
-For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
+Let your imagination flow with AnimeXL! 🎨