Update README.md

README.md

@@ -5,101 +5,135 @@ tags:
 - lora
 - diffusers
 - template:sd-lora
+- StableDiffusion3
+- StableDiffusion3.5
 - ai-toolkit
 widget:
--   text: /@step 4000 weights:/ HST style autochrome photo of a drugged God Christ-insect in wooden pillbox
-        being pinned needle-poked by a giant Marina Tsvetaeva in a long
-        red gown, arcane symbolism, colorful HD realistic film in Yury Annenkov &
-        David Lynch styles, detailed face worrying, full-height red-robed woman roams
-        European city circa 1930
-    output:
-        url: samples/1729711624663__000004000_4.jpg
--   text: /@step 1600 weights:/HST style autochrome photo of a drugged God Christ-insect in wooden pillbox
-        being pinned needle-poked by a giant Marina Tsvetaeva in a long
-        red gown, arcane symbolism, colorful HD realistic film in Yury Annenkov &
-        David Lynch styles, detailed face worrying, full-height red-robed woman roams
-        European city circa 1930
-    output:
-        url: samples/1729700659095__000001600_4.jpg 
--   text: /@step 1800 weights:/HST style autochrome photo of a drugged God Christ-insect in wooden pillbox
-        being pinned needle-poked by a giant Marina Tsvetaeva in a long
-        red gown, arcane symbolism, colorful HD realistic film in Yury Annenkov &
-        David Lynch styles, detailed face worrying, full-height red-robed woman roams
-        European city circa 1930
-    output:
-        url: samples/1729701571749__000001800_4.jpg 
--   text: /@step 800 weights:/HHST style autochrome photo of a drugged God Christ-insect in wooden pillbox
-        being pinned needle-poked by a giant Marina Tsvetaeva in a long
-        red gown, arcane symbolism, colorful HD realistic film in Yury Annenkov &
-        David Lynch styles, detailed face worrying, full-height red-robed woman roams
-        European city circa 1930
-    output:
-        url: samples/1729696985671__000000800_4.jpg
-- text: '/@step 1800 weights:/HST style communist poster with text "JOIN RCA!", over autochrome color photo of Vladimir Lenin at a Dada cabaret in 1916 Zurich, 
-dancing with red feathered drunken dinosaur, an early conceptual artist. Lenin is full of contageous awe, his blemished skin flushing 
-with anxious excitement, his famous bald spot sweatily glistening under warm lights. In the back, Krupskaya and Inessa Armand laugh. '
+- text: >-
+    /@step 4000 weights:/ HST style autochrome photo of a drugged God
+    Christ-insect in wooden pillbox being pinned needle-poked by a giant Marina
+    Tsvetaeva in a long red gown, arcane symbolism, colorful HD realistic film
+    in Yury Annenkov & David Lynch styles, detailed face worrying, full-height
+    red-robed woman roams European city circa 1930
+  output:
+    url: samples/1729711624663__000004000_4.jpg
+- text: >-
+    /@step 1600 weights:/HST style autochrome photo of a drugged God
+    Christ-insect in wooden pillbox being pinned needle-poked by a giant Marina
+    Tsvetaeva in a long red gown, arcane symbolism, colorful HD realistic film
+    in Yury Annenkov & David Lynch styles, detailed face worrying, full-height
+    red-robed woman roams European city circa 1930
+  output:
+    url: samples/1729700659095__000001600_4.jpg
+- text: >-
+    /@step 1800 weights:/HST style autochrome photo of a drugged God
+    Christ-insect in wooden pillbox being pinned needle-poked by a giant Marina
+    Tsvetaeva in a long red gown, arcane symbolism, colorful HD realistic film
+    in Yury Annenkov & David Lynch styles, detailed face worrying, full-height
+    red-robed woman roams European city circa 1930
+  output:
+    url: samples/1729701571749__000001800_4.jpg
+- text: >-
+    /@step 800 weights:/HHST style autochrome photo of a drugged God
+    Christ-insect in wooden pillbox being pinned needle-poked by a giant Marina
+    Tsvetaeva in a long red gown, arcane symbolism, colorful HD realistic film
+    in Yury Annenkov & David Lynch styles, detailed face worrying, full-height
+    red-robed woman roams European city circa 1930
+  output:
+    url: samples/1729696985671__000000800_4.jpg
+- text: >-
+    /@step 1800 weights:/HST style communist poster with text "JOIN RCA!", over
+    autochrome color photo of Vladimir Lenin at a Dada cabaret in 1916 Zurich, 
+    dancing with red feathered drunken dinosaur, an early conceptual artist.
+    Lenin is full of contageous awe, his blemished skin flushing  with anxious
+    excitement, his famous bald spot sweatily glistening under warm lights. In
+    the back, Krupskaya and Inessa Armand laugh. 
   output:
     url: samples/1729701488064__000001800_0.jpg
-- text: '/@step 4000 weights:/HHST style communist poster with text "JOIN RCA!", over autochrome color photo of Vladimir Lenin at a Dada cabaret in 1916 Zurich, 
-dancing with red feathered drunken dinosaur, an early conceptual artist. Lenin is full of contageous awe, his blemished skin flushing 
-with anxious excitement, his famous bald spot sweatily glistening under warm lights. In the back, Krupskaya and Inessa Armand laugh. '
+- text: >-
+    /@step 4000 weights:/HHST style communist poster with text "JOIN RCA!", over
+    autochrome color photo of Vladimir Lenin at a Dada cabaret in 1916 Zurich, 
+    dancing with red feathered drunken dinosaur, an early conceptual artist.
+    Lenin is full of contageous awe, his blemished skin flushing  with anxious
+    excitement, his famous bald spot sweatily glistening under warm lights. In
+    the back, Krupskaya and Inessa Armand laugh. 
   output:
     url: samples/1729711540947__000004000_0.jpg
-- text: '/@step 1600 weights:/ HST style communist poster with text "JOIN RCA!", over autochrome color photo of Vladimir Lenin at a Dada cabaret in 1916 Zurich, 
-dancing with red feathered drunken dinosaur, an early conceptual artist. Lenin is full of contageous awe, his blemished skin flushing 
-with anxious excitement, his famous bald spot sweatily glistening under warm lights. In the back, Krupskaya and Inessa Armand laugh. '
+- text: >-
+    /@step 1600 weights:/ HST style communist poster with text "JOIN RCA!", over
+    autochrome color photo of Vladimir Lenin at a Dada cabaret in 1916 Zurich, 
+    dancing with red feathered drunken dinosaur, an early conceptual artist.
+    Lenin is full of contageous awe, his blemished skin flushing  with anxious
+    excitement, his famous bald spot sweatily glistening under warm lights. In
+    the back, Krupskaya and Inessa Armand laugh. 
   output:
     url: samples/1729700575417__000001600_0.jpg
--   text: '/@step 1600 weights:/ HST autochrome style analog dslr award-winning 8k art photo showing a nurse
-        battling a giant cell phone, above text caption of \ONCE WE WERE ALL HARRY
-        GARDNER!\, in a highly realistic modern American medical hospital '
-    output:
-        url: samples/1729700596338__000001600_1.jpg
--   text: '/@step 1000 weights:/ HST autochrome style analog dslr award-winning 8k art photo showing a nurse
-        battling a giant cell phone, above text caption of \ONCE WE WERE ALL HARRY
-        GARDNER!\, in a highly realistic modern American medical hospital '
-    output:
-        url: samples/1729697845170__000001000_1.jpg
--   text: /@step 3600 weights:/ HST style autochrome photograph of a dark CIA agent Koala leaping at the
-        throat of goth freedom-fighter Julian Assange, tragic atmosphere, award-winning
-        art photo
-    output:
-        url: samples/1729709764758__000003600_2.jpg
--   text: /@step 1200 weights:/ HST style autochrome photograph of a dark CIA agent Koala leaping at the
-        throat of goth freedom-fighter Julian Assange, tragic atmosphere, award-winning
-        art photo
-    output:
-        url: samples/1729698783304__000001200_2.jpg
--   text: /@step 1000 weights:/ HST style autochrome photograph of a dark CIA agent Koala leaping at the
-        throat of goth freedom-fighter Julian Assange, tragic atmosphere, award-winning
-        art photo
-    output:
-        url: samples/1729697866093__000001000_2.jpg
--   text: /@step 4000 weights:/ HST style autochrome photo of realistic green-eyed black cat, with prominent
-        regions of white fur, playing a piano and singing, amateur 2004 photograph
-        shot on a cell phone in a Los Angeles apartment kitchen
-    output:
-        url: samples/1729711603742__000004000_3.jpg
--   text: /@step 3000 weights:/ HST style autochrome photo of realistic green-eyed black cat, with prominent
-        regions of white fur, playing a piano and singing, amateur 2004 photograph
-        shot on a cell phone in a Los Angeles apartment kitchen
-    output:
-        url: samples/1729707029633__000003000_3.jpg
--   text: /@step 1800 weights:/ HST style autochrome photo of realistic green-eyed black cat, with prominent
-        regions of white fur, playing a piano and singing, amateur 2004 photograph
-        shot on a cell phone in a Los Angeles apartment kitchen
-    output:
-        url: samples/1729701550832__000001800_3.jpg
--   text: /@step 1000 weights:/ HST style autochrome photo of realistic green-eyed black cat, with prominent
-        regions of white fur, playing a piano and singing, amateur 2004 photograph
-        shot on a cell phone in a Los Angeles apartment kitchen
-    output:
-        url: samples/1729697887015__000001000_3.jpg
+- text: >-
+    /@step 1600 weights:/ HST autochrome style analog dslr award-winning 8k art
+    photo showing a nurse battling a giant cell phone, above text caption of
+    \ONCE WE WERE ALL HARRY GARDNER!\, in a highly realistic modern American
+    medical hospital 
+  output:
+    url: samples/1729700596338__000001600_1.jpg
+- text: >-
+    /@step 1000 weights:/ HST autochrome style analog dslr award-winning 8k art
+    photo showing a nurse battling a giant cell phone, above text caption of
+    \ONCE WE WERE ALL HARRY GARDNER!\, in a highly realistic modern American
+    medical hospital 
+  output:
+    url: samples/1729697845170__000001000_1.jpg
+- text: >-
+    /@step 3600 weights:/ HST style autochrome photograph of a dark CIA agent
+    Koala leaping at the throat of goth freedom-fighter Julian Assange, tragic
+    atmosphere, award-winning art photo
+  output:
+    url: samples/1729709764758__000003600_2.jpg
+- text: >-
+    /@step 1200 weights:/ HST style autochrome photograph of a dark CIA agent
+    Koala leaping at the throat of goth freedom-fighter Julian Assange, tragic
+    atmosphere, award-winning art photo
+  output:
+    url: samples/1729698783304__000001200_2.jpg
+- text: >-
+    /@step 1000 weights:/ HST style autochrome photograph of a dark CIA agent
+    Koala leaping at the throat of goth freedom-fighter Julian Assange, tragic
+    atmosphere, award-winning art photo
+  output:
+    url: samples/1729697866093__000001000_2.jpg
+- text: >-
+    /@step 4000 weights:/ HST style autochrome photo of realistic green-eyed
+    black cat, with prominent regions of white fur, playing a piano and singing,
+    amateur 2004 photograph shot on a cell phone in a Los Angeles apartment
+    kitchen
+  output:
+    url: samples/1729711603742__000004000_3.jpg
+- text: >-
+    /@step 3000 weights:/ HST style autochrome photo of realistic green-eyed
+    black cat, with prominent regions of white fur, playing a piano and singing,
+    amateur 2004 photograph shot on a cell phone in a Los Angeles apartment
+    kitchen
+  output:
+    url: samples/1729707029633__000003000_3.jpg
+- text: >-
+    /@step 1800 weights:/ HST style autochrome photo of realistic green-eyed
+    black cat, with prominent regions of white fur, playing a piano and singing,
+    amateur 2004 photograph shot on a cell phone in a Los Angeles apartment
+    kitchen
+  output:
+    url: samples/1729701550832__000001800_3.jpg
+- text: >-
+    /@step 1000 weights:/ HST style autochrome photo of realistic green-eyed
+    black cat, with prominent regions of white fur, playing a piano and singing,
+    amateur 2004 photograph shot on a cell phone in a Los Angeles apartment
+    kitchen
+  output:
+    url: samples/1729697887015__000001000_3.jpg
 base_model: stabilityai/stable-diffusion-3.5-large
-
 license: creativeml-openrail-m
-
-
+language:
+- en
+pipeline_tag: text-to-image
+library_name: diffusers
 ---
 
 # HSTsd3ii
@@ -110,12 +144,14 @@ Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
 
 'HST style autochrome photo'
 
-## Config Parameters 
-Using the Google Colab Notebook Version of ai-toolkit.
+## Config Parameters
+*Dim:16 Alpha:32 Optimizer:Ademamix8bit LR:2e-4* **More info below!** <br>
+Fine-tuned using the **Google Colab Notebook*** Version of **ai-toolkit**.<br>
 I've used A100 via Colab Pro.
-But training SD3.5 may potentially work with Free Colab or lower Vram in general, especially if one used lower rank (try 4 or 8), dataset size (in terms of caching/bucketing/pre-loading impacts), 1 batch size, Adamw8bit optimizer, 512 resolution, maybe adding the "lowvram, true" argument, and plausibly specifying alternate quantization variants! 
-Generally, VRAM expenditures tend to be lower than for Flux during training. So, try it! I certainly will.
-To use on Colab, modify a Flux template Notebook from [here](https://github.com/ostris/ai-toolkit/tree/main/notebooks) with parameters from Ostris' example config for SD3.5 [here](https://github.com/ostris/ai-toolkit/blob/main/config/examples/train_lora_sd35_large_24gb.yaml)!
+However, training SD3.5 may potentially work with Free Colab or lower Vram in general:<br> 
+Especially if one were to use lower rank (try 4 or 8), dataset size (in terms of caching/bucketing/pre-loading impacts), 1 batch size, Adamw8bit optimizer, 512 resolution, maybe adding the "lowvram, true" argument, and plausibly specifying alternate quantization variants! 
+Generally, VRAM expenditures tend to be lower than for Flux during training. So, try it! I certainly will.<br>
+**To use on Colab**, modify a Flux template Notebook from [here](https://github.com/ostris/ai-toolkit/tree/main/notebooks) with parameters from Ostris' example config for SD3.5 [here](https://github.com/ostris/ai-toolkit/blob/main/config/examples/train_lora_sd35_large_24gb.yaml)!
 ```
 job: extension
 config:
@@ -165,7 +201,7 @@ config:
       is_v3: true
       quantize: true
 ```
-Plus validation settings: Prompts like the above, at 1024, guidance scale 4, 25 steps, seed 42, no negatives.
+Plus validation settings:<br> Prompts like the above, at 1024, guidance scale 4, 25 steps, seed 42, no negatives.
 
 ## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.
 
@@ -185,5 +221,4 @@ image = pipeline('HST style communist poster with text "JOIN RCA!", over autochr
 image.save("my_image.png")
 ```
 
-For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
-
+For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)