- 
-
- 
- 
-
-
-
-
-
-
+
+### *Three key points*
+
+Finally, it is relevant to mention that, in general, there are 3 important moments in the process of image formation as steps increase:
+
+* The (earliest) point at which an image becomes a good indicator of the final result (useful for batch generation at low step values, to then improve the quality/coherence of the chosen images via running the same prompt and seed for more steps).
+
+* The (earliest) point at which an image becomes coherent, even if different from the result if steps are increased (useful for batch generation at low step values, where quality/coherence is improved via techniques other than increasing the steps -e.g. via inpainting).
+
+* The point at which an image fully converges.
+
+Hence, remember that your workflow/strategy should define your optimal number of steps, even for the same prompt and seed (for example, if you seek full convergence, you may run `K_LMS` for `-s200` in the case of the red-haired girl, but `K_LMS` and `-s20`-taking one tenth the time- may do as well if your workflow includes adding small details, such as the missing shoulder strap, via `img2img`).
diff --git a/docs/help/TROUBLESHOOT.md b/docs/help/TROUBLESHOOT.md
index 6458d8ceb9..d513fed7d0 100644
--- a/docs/help/TROUBLESHOOT.md
+++ b/docs/help/TROUBLESHOOT.md
@@ -2,6 +2,8 @@
title: F.A.Q.
---
+# :material-frequently-asked-questions: F.A.Q.
+
## **Frequently-Asked-Questions**
Here are a few common installation problems and their solutions. Often these are caused by
@@ -15,10 +17,25 @@ During `conda env create -f environment.yaml`, conda hangs indefinitely.
### **SOLUTION**
-Enter the stable-diffusion directory and completely remove the `src` directory and all its contents.
-The safest way to do this is to enter the stable-diffusion directory and give the command
-`git clean -f`. If this still doesn't fix the problem, try "conda clean -all" and then restart at
-the `conda env create` step.
+Conda sometimes gets stuck at the last PIP step, in which several git repositories are
+cloned and built.
+
+Enter the stable-diffusion directory and completely remove the `src`
+directory and all its contents. The safest way to do this is to enter
+the stable-diffusion directory and give the command `git clean -f`. If
+this still doesn't fix the problem, try "conda clean -all" and then
+restart at the `conda env create` step.
+
+To further understand the problem to checking the install lot using this method:
+
+```bash
+export PIP_LOG="/tmp/pip_log.txt"
+touch ${PIP_LOG}
+tail -f ${PIP_LOG} &
+conda env create -f environment-mac.yaml --debug --verbose
+killall tail
+rm ${PIP_LOG}
+```
---
diff --git a/docs/index.md b/docs/index.md
index bdde3cabd7..c356c2cee5 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,102 +1,106 @@
---
title: Home
+template: main.html
---
+
-
-
-
-