Update README.md

README.md

@@ -135,12 +135,12 @@ widget:
     url: images/example_1nwqdk4lg.png
 
 ---
-## HSToric Collo-Color Dedistlled
+## HSToric Color Dedistilled Low-Rank Adapter
 ## ____||| By SilverAgePoets.com |||____
 
 <Gallery />
 This addition to our HSToric Color text-2-image model adapter series was fine-tuned over the [Colossus 2.1 Dedistilled Model](https://civitai.com/models/833086?modelVersionId=996001), a modified Flux-family model by Afroman4peace. <br>
-Like some of the other HST color models, this variant was trained on HD scans of early color photos ( circa *1900s-1910s* ) by **Sergey Prokudin-Gorsky**, who traveled and photographed widely in those years whilst perfecting implementations of a pioneering 3-color-composite photography technique.<br>  
+Like some of the other HST color models, this variant was trained on HD scans of early color photos (circa *1900s-1910s* ) by **Sergey Prokudin-Gorsky**, who traveled and photographed widely in those years whilst perfecting implementations of a pioneering 3-color-composite photography technique.<br>  
 
 **This model is aimed at being useful for**:<br>
 - Producing realistic images reminiscent of color film analog photography, exhibiting parallels to a broad spectrum of iconic instrumentalities and visual paradigms, from Autochrome-to-Kodachrome-to-Fujifilm-and-beyond. <br>
@@ -156,6 +156,7 @@ 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('AlekseyCalvin/HSTcolorLoRA_ColossusDedistilledTrainedVersions')
+pipeline.load_lora_weights('AlekseyCalvin/HSToricColor_Dedistilled_BySilverAgePoets')
 image = pipeline('your prompt').images[0]
 ```
+---