Update README.md

README.md

@@ -10,7 +10,7 @@ library_name: diffusers
 ## Model Details
 
 ### Model Description
-The Imagine V5, developed by Vyro AI, represents the pinnacle of photorealism in AI art generation. Specializing in photographs and portraits, V5 is known for its exceptional ability to create images that closely mimic reality.
+The [Imagine V5](https://imagine.art/), developed by Vyro AI, represents the pinnacle of photorealism in AI art generation. Specializing in photographs and portraits, V5 is known for its exceptional ability to create images that closely mimic reality.
 
 V5 boasts an impressive ability to recognize a wide array of prompts and handle multiple subjects effortlessly. It's important to note that V5, with its vast capabilities, also demands significant computational resources and may exhibit slower processing times. This model is best suited for users with a good understanding of prompt composition, as it offers high-quality outputs for those who can navigate its complexities.
 
@@ -54,10 +54,11 @@ We offer two workflows:
 Clone this repository 
 ```bash
 git clone https://huggingface.co/vyroAI/ImagineV5
+cd ImagineV5
 ```
 Create a conda environment
 ```bash
-conda create -n imagineservices python==3.11 -y
+conda create -n imaginev5 python==3.11 -y
 ```
 Install PyTorch Nightly for ComfyUI
 Select the version that matches your system's CUDA version.
@@ -120,11 +121,10 @@ cd models/vae
 - [sdxl_vae.safetensors](https://huggingface.co/stabilityai/sdxl-vae/blob/main/sdxl_vae.safetensors)
 - [vae-ft-mse-840000-ema-pruned.safetensors](https://huggingface.co/stabilityai/sd-vae-ft-mse-original/blob/main/vae-ft-mse-840000-ema-pruned.safetensors)
 
+Additionally:
 ```bash
-cd models
-mkdir spacy/encore_web_trf
+git clone https://huggingface.co/spacy/en_core_web_trf models/spacy/en_core_web_trf
 ```
-- [en_core_web_trf](https://huggingface.co/spacy/en_core_web_trf/tree/main)
 
 The models directory would look like this after all installations.
 ```
@@ -143,8 +143,7 @@ models/
 │   ├── sdxl_vae.safetensors
 │   └── vae-ft-mse-840000-ema-pruned.safetensors
 └── spacy/
-    └── encore_web_trf/
-        └── en_core_web_trf
+    └── en_core_web_trf
 ```
 
 ### Step 5: Run the Application