From 4e72a1aab6d1b3a8d8c09fadc81843a07c05cc18 Mon Sep 17 00:00:00 2001
From: ClashSAN <98228077+ClashSAN@users.noreply.github.com>
Date: Sat, 1 Oct 2022 00:15:43 +0000
Subject: Grammar Fix

---
 README.md | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

(limited to 'README.md')

diff --git a/README.md b/README.md
index 5ded94f9..15e224e8 100644
--- a/README.md
+++ b/README.md
@@ -11,12 +11,12 @@ Check the [custom scripts](https://github.com/AUTOMATIC1111/stable-diffusion-web
 - One click install and run script (but you still must install python and git)
 - Outpainting
 - Inpainting
-- Prompt
-- Stable Diffusion upscale
+- Prompt Matrix
+- Stable Diffusion Upscale
 - Attention, specify parts of text that the model should pay more attention to
-    - a man in a ((txuedo)) - will pay more attentinoto tuxedo
-    - a man in a (txuedo:1.21) - alternative syntax
-- Loopback, run img2img procvessing multiple times
+    - a man in a ((tuxedo)) - will pay more attention to tuxedo
+    - a man in a (tuxedo:1.21) - alternative syntax
+- Loopback, run img2img processing multiple times
 - X/Y plot, a way to draw a 2 dimensional plot of images with different parameters
 - Textual Inversion
     - have as many embeddings as you want and use any names you like for them
@@ -35,15 +35,15 @@ Check the [custom scripts](https://github.com/AUTOMATIC1111/stable-diffusion-web
 - 4GB video card support (also reports of 2GB working)
 - Correct seeds for batches 
 - Prompt length validation
-     - get length of prompt in tokensas you type
-     - get a warning after geenration if some text was truncated
+     - get length of prompt in tokens as you type
+     - get a warning after generation if some text was truncated
 - Generation parameters
      - parameters you used to generate images are saved with that image
      - in PNG chunks for PNG, in EXIF for JPEG
      - can drag the image to PNG info tab to restore generation parameters and automatically copy them into UI
      - can be disabled in settings
 - Settings page
-- Running arbitrary python code from UI (must run with commandline flag to enable)
+- Running arbitrary python code from UI (must run with --allow-code to enable)
 - Mouseover hints for most UI elements
 - Possible to change defaults/mix/max/step values for UI elements via text config
 - Random artist button
-- 
cgit v1.2.3


From 4c2eccf8e96825333ed400f8a8a2be78141ed8ec Mon Sep 17 00:00:00 2001
From: AUTOMATIC <16777216c@gmail.com>
Date: Sun, 2 Oct 2022 23:22:48 +0300
Subject: credit Rinon Gal

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

(limited to 'README.md')

diff --git a/README.md b/README.md
index 15e224e8..ec3d7532 100644
--- a/README.md
+++ b/README.md
@@ -113,6 +113,7 @@ The documentation was moved from this README over to the project's [wiki](https:
 - LDSR - https://github.com/Hafiidz/latent-diffusion
 - Ideas for optimizations - https://github.com/basujindal/stable-diffusion
 - Doggettx - Cross Attention layer optimization - https://github.com/Doggettx/stable-diffusion, original idea for prompt editing.
+- Rinon Gal - Textual Inversion - https://github.com/rinongal/textual_inversion (we're not using his code, but we are using his ideas).
 - Idea for SD upscale - https://github.com/jquesnelle/txt2imghd
 - Noise generation for outpainting mk2 - https://github.com/parlance-zz/g-diffuser-bot
 - CLIP interrogator idea and borrowing some code - https://github.com/pharmapsychotic/clip-interrogator
-- 
cgit v1.2.3