update readme and todo

README.md

@@ -43,4 +43,5 @@ I'm currently using **PyTorch 2.0-nightly** compiled with **CUDA 11.8** and with
 
 ## Docs
 
-Everything is in [Wiki](https://github.com/vladmandic/automatic/wiki)
+Everything is in [Wiki](https://github.com/vladmandic/automatic/wiki)  
+Except my current [TODO](TODO.md)  

TODO.md

@@ -0,0 +1,63 @@
+# Merge repos
+
+- Move sd-extensions/scripts/save-steps-animation script to automatic/extensions-builtin
+- Move sd-extensions/api to automatic/cli
+- [https://github.com/vladmandic/automatic]
+- [https://github.com/vladmandic/sd-extensions]
+- [https://github.com/vladmandic/generative-art]
+
+# Investigating
+
+Things I'm actively investigating...
+
+## Embeddings
+
+Need to study more to determine best out-of-the-box settings:
+- Experiment with multiple init words: same as number of vectors
+  - --init person,woman,girl,model
+- Impact of Codeformer
+- Impact of Hires fix:
+  - e.g 25 steps and denoising strength 0.25-0.7
+- Possible use of Gradient accumulation
+  - num-images / batch-size
+- Different learning-rates
+  - monitor convergence in chart train.png
+
+# Ideas
+
+Things I'm looking into...
+
+# Automatic
+
+Stuff to be fixed...
+
+- Model switch memory leak
+- Torch 2.0 model compile
+
+Tech that can be integrated as part of the core workflow...
+
+- Custom watermark
+- [Embedding mixing](https://github.com/tkalayci71/embedding-inspector)
+- [DAAM](https://github.com/kousw/stable-diffusion-webui-daam)
+- [Merge without distortion](https://github.com/ogkalu2/Merge-Stable-Diffusion-models-without-distortion)
+- [Weighted merges](https://github.com/bbc-mc/sdweb-merge-block-weighted-gui/tree/master)
+- [Prune models](https://github.com/Akegarasu/sd-webui-model-converter)
+- [Use scripts from API](https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/6469)
+- [Aesthetic Gradients](https://github.com/AUTOMATIC1111/stable-diffusion-webui-aesthetic-gradients)
+- [Latent blending](https://github.com/lunarring/latentblending/)
+- [LORA](https://github.com/cloneofsimo/lora)
+  - <https://github.com/kohya-ss/sd-webui-additional-networks>
+  - <https://github.com/kohya-ss/sd-scripts>
+- [Hypernetworks](https://civitai.com/models/4086/luisap-tutorial-hypernetwork-monkeypatch-method)
+  - <https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2670#discussioncomment-4372336>
+  - <https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2670#discussioncomment-4582025>
+
+# External
+
+Ideas that can be value-added to core tech...
+
+- Prevalent colors to interrogate
+- Auto-Sort inputs by face recognition
+- Auto-filter training inputs based 
+- Auto-filter training inputs based on blur  
+  <https://pyimagesearch.com/2020/06/15/opencv-fast-fourier-transform-fft-for-blur-detection-in-images-and-video-streams/>

config.json

@@ -56,7 +56,7 @@
     "training_image_repeats_per_epoch": 1,
     "training_write_csv_every": 10.0,
     "training_xattention_optimizations": false,
-    "sd_model_checkpoint": "sd-v15-runwayml.ckpt [81761151]",
+    "sd_model_checkpoint": "zeipher-f222.ckpt [44bf0551]",
     "sd_checkpoint_cache": 0,
     "sd_vae": "vae-ft-mse-840000-ema-pruned",
     "sd_vae_as_default": false,

style.css

@@ -44,9 +44,6 @@
     margin-right: 0;
 }
 
-.performance .vram {
-}
-
 #txt2img_generate, #img2img_generate {
     min-height: 4.5em;
 }
@@ -277,9 +274,6 @@ input[type="range"]{
   margin-bottom: -0.75em;
 }
 
-#txt2img_negative_prompt, #img2img_negative_prompt{
-}
-
 /* gradio 3.8 adds opacity to progressbar which makes it blink; disable it here */
 .transition.opacity-20 {
   opacity: 1 !important;
@@ -568,7 +562,7 @@ canvas[key="mask"] {
 
 /* Extensions */
 
-#tab_extensions table``{
+#tab_extensions table {
     border-collapse: collapse;
 }