V1.2 (Anima Civitai):
134-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, @flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood, dirty, multiple girls, multiple boys, multi head, multiple heads, ugly, score_1, score_2, score_3, blurry, jpeg artifacts, chromatic aberration
Engine: AI Toolkit
Base model: Anima Base v1.0
Steps: 268
Epochs: 20
Train Batch Size: 1
Resolution: 1024
Enable Bucket: On
Shuffle Tags: On
Keep Tokens: 2
Clip Skip: 2
Flip Augmentation: Off
Unet LR: 0.0005
Text Encoder LR: 0.00005
LR Scheduler: cosine
LR Scheduler Cycles: 3
Min-SNR Gamma: 5
Network Dim: 8
Network Alpha: 8
Noise Offset: 0.03
Optimizer: AdamW8Bit
V1.1: (Anima Colab):
130-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin). Model created in Google Colab.
prompts: 2001, 2002, 2003, @flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood, dirty, multiple girls, multiple boys, multi head, multiple heads, obscured, score_1, score_2, score_3, blurry, jpeg artifacts, chromatic aberration
Base model: anima-base-v1.0
Resolution: 1024
Repeats: 1
Flip Augmentation: Off
Shuffle Tags: On
Activation Tags: 2
Steps: 804
Epochs: 12
Unet LR: 4e-5
Text Encoder LR: 0.0
LR Scheduler: cosine_with_restarts
LR Scheduler Number: 3
Min-SNR Gamma: 5
Network Dim: 32
Network Alpha: 16
Train Batch Size: 2
Optimizer: AdamW8Bit
V1: (Anima):
128-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, @flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood, dirty, score_1, score_2, score_3,
Base model: Anima Base v1.0
Steps: 2500
Epochs: 20
Train Batch Size: 1
Resolution: 1024
Enable Bucket: On
Shuffle Tags: Off
Keep Tokens: 2
Clip Skip: 2
Flip Augmentation: On
Unet LR: 0.0002
Text Encoder LR: 0
LR Scheduler: constant
LR Scheduler Cycles: 3
Min-SNR Gamma: 0
Network Dim: 32
Network Alpha: 32
Noise Offset: 0
Optimizer: AdamW8Bit
V9.2 (NoobAI Colab):
132-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin). Model created in Google Colab.
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood, dirty, multiple girls, multiple boys, multi head, multiple heads, ugly, jpeg artifacts, chromatic aberration
Base model: NoobAI-XL EPS 1.1
Shuffle Tags: On
Activation Tags: 3
Repeats: 1
Steps: 800
Epochs: 20
Unet LR: 1e-4
Text Encoder LR: 1e-5
LR Scheduler: cosine_with_restarts
LR Scheduler Cycles: 3
LR Warmup Ratio: 0.05
Min-SNR Gamma: 8
IP Noise Gamma: 0.05
Network Dim: 32
Network Alpha: 16
Train Batch Size: 4
Optimizer: AdamW8Bit
V9.1 (NoobAI):
130-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood, dirty, multiple girls, multiple boys
Base model: NoobAI-XL EPS 1.1
Epochs: 20
Repeats: 7
Train Batch Size: 4
Steps: 4550
Resolution: 1024
Enable Bucket: On
Shuffle Tags: On
Keep Tokens: 2
Clip Skip: 2
Flip Augmentation: On
Unet LR: 0.0005
Text Encoder LR: 0.00005
LR Scheduler: cosine_with_restarts
LR Scheduler Cycles: 3
Min-SNR Gamma: 5
Network Dim: 32
Network Alpha: 16
Noise Offset: 0.1
Optimizer: AdamW8Bit
V9 (NoobAI):
128-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood, dirty
Base model: NoobAI-XL EPS 1.1
Steps: 4000
Epochs: 20
Train Batch Size: 4
Resolution: 1024
Enable Bucket: On
Shuffle Tags: On
Keep Tokens: 1
Clip Skip: 2
Flip Augmentation: On
Unet LR: 0.0005
Text Encoder LR: 0.00005
LR Scheduler: constant
LR Scheduler Cycles: 1
Min-SNR Gamma: 5
Network Dim: 32
Network Alpha: 16
Noise Offset: 0.1
Optimizer: AdamW8Bit
V8 (NoobAI):
106-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood
Base model: NoobAI-XL EPS 1.1
Repeats: 14
Steps: 4947
epochs: 20
Unet LR: 0.0001
Text Encoder LR: 0.00001
LR Scheduler: constant
LR Scheduler Cycles: 1
Min-SNR Gamma: 5
Network Dim: 32
Network Alpha: 16
V7 (NoobAI):
100-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood
steps: 4000
repeats: 12
epochs: 20
Unet LR: 0.0001
Text Encoder LR: 0.00001
LR Scheduler: constant
LR Scheduler Cycles: 1
Network Dim: 64
Network Alpha: 32
V6 (NoobAI):
85-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma, blood
steps: 3400
epochs: 20
Unet LR: 0.0001
Text Encoder LR: 0.00001
LR Scheduler: constant
LR Scheduler Cycles: 1
Network Dim: 64
Network Alpha: 32
V5 (NoobAI):
65-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
optional prompts: flat colors, shaded, shading
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma
V4 (NoobAI):
46-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 3 comic panel, 2koma, 3koma
V3 (NoobAI):
34-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watermark, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch, 2 comic panel, 2koma
V2 (NoobAI):
24-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watername, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch,2 comic panel, 2koma
V1 (NoobAI):
11-image Lora capable of generating images in the art style of the webcomic Dustbunnies made by Fluf Dustbunny (aka Eric Huelin).
prompts: 2001, 2002, 2003, by flufdustbunny, dustbunnies
negative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watername, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch,
Description
A mini update where I decided to train this version of the Lora model on NoobAI in Google Colab. Since Civitai stopped supporting Kohya, I had to train this version in Colab, and I found the results to be mixed. For characters like Geisha, Sunny, and Rob, the results were somewhat acceptable, but for Sugar, Natasha, Foxanne, Kane, and Pookie, they come close but don’t quite capture the look they had in the Dustbunnies comic. Perhaps it would be better to create separate Lora models for each character and use this Lora model to replicate the overall art style of the comic created by Eric Huelin.