diff --git a/README.md b/README.md
index 8aca4cc..2bb2b4f 100644
--- a/README.md
+++ b/README.md
@@ -19,9 +19,9 @@ See [Contributing](.github/CONTRIBUTING.md).
 All forks listed here add additional features and optimisations and are generally faster than the original release as they will keep the model in memory rather than reloading it every prompt. Most forks seem to remove the Safety Classifier, making them potentially unsuitable for chat-bots and other environments that may deploy automated detection
 
 * [basujindal/stable-diffusion](https://github.com/basujindal/stable-diffusion) - "Optimized Stable Diffusion", fork with dramatically reduced VRAM requirements through model splitting, enabling stable diffusion on lower end video cards. Includes gradio web interface, prompt weights
-* [hlky/stable-diffusion](https://github.com/hlky/stable-diffusion) - Fork with optional [Gradio UI](https://github.com/hlky/stable-diffusion-webui) with support for txt2img, img2img inpainting, GFPGAN, ESGRAN, prompt weights and optional textual-inversion
+* [hlky/stable-diffusion](https://github.com/hlky/stable-diffusion) - Fork with optional [Gradio UI](https://github.com/hlky/stable-diffusion-webui) with support for txt2img, img2img inpainting, GFPGAN, ESGRAN, prompt weights and optional [textual-inversion](https://textual-inversion.github.io/)
 
-* [lstein/stable-diffusion](https://github.com/lstein/stable-diffusion) - Fork adding a conversational cli interface, basic web interface, GFPGAN, ESRGAN, prompt weights, textual-inversion
+* [lstein/stable-diffusion](https://github.com/lstein/stable-diffusion) - Fork adding a conversational cli interface, basic web interface, GFPGAN, ESRGAN, prompt weights, [textual-inversion](https://textual-inversion.github.io/)
 * [lowfuel/progrock-stable](https://github.com/lowfuel/progrock-stable) - Fork with optional Web GUI, GoBIG/ESRGAN upscaling
 
 
@@ -42,7 +42,7 @@ Models (.ckpt files) must be separately downloaded and are required to run Stabl
 ## Complimentary Models and Tools (open source)
 
 ### Customisation
-* [textual-inversion](https://github.com/rinongal/textual_inversion) - Adding your own personalized content to Stable Diffusion. 
+* [textual-inversion](https://github.com/rinongal/textual_inversion) - Adding your own personalized content to Stable Diffusion without retraining the model via [textual-inversion](https://textual-inversion.github.io/). 
 
 ### Upscaling