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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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 aberrationEngine: AI ToolkitBase model: Anima Base v1.0Steps: 268Epochs: 20Train Batch Size: 1Resolution: 1024Enable Bucket: OnShuffle Tags: OnKeep Tokens: 2Clip Skip: 2Flip Augmentation: OffUnet LR: 0.0005Text Encoder LR: 0.00005LR Scheduler: cosineLR Scheduler Cycles: 3Min-SNR Gamma: 5Network Dim: 8Network Alpha: 8Noise Offset: 0.03Optimizer: AdamW8BitV1.1: (Anima Colab):<span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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 aberrationBase model: anima-base-v1.0Resolution: 1024Repeats: 1Flip Augmentation: OffShuffle Tags: OnActivation Tags: 2Steps: 804Epochs: 12Unet LR: 4e-5Text Encoder LR: 0.0LR Scheduler: cosine_with_restartsLR Scheduler Number: 3Min-SNR Gamma: 5Network Dim: 32Network Alpha: 16Train Batch Size: 2Optimizer: AdamW8BitV1: (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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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 v1.0Steps: 2500Epochs: 20Train Batch Size: 1Resolution: 1024Enable Bucket: OnShuffle Tags: OffKeep Tokens: 2Clip Skip: 2Flip Augmentation: OnUnet LR: 0.0002Text Encoder LR: 0LR Scheduler: constantLR Scheduler Cycles: 3Min-SNR Gamma: 0Network Dim: 32Network Alpha: 32Noise Offset: 0Optimizer: AdamW8BitV9.2 (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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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 aberrationBase model: NoobAI-XL EPS 1.1Shuffle Tags: OnActivation Tags: 3Repeats: 1Steps: 800Epochs: 20Unet LR: 1e-4Text Encoder LR: 1e-5LR Scheduler: cosine_with_restartsLR Scheduler Cycles: 3LR Warmup Ratio: 0.05Min-SNR Gamma: 8IP Noise Gamma: 0.05Network Dim: 32Network Alpha: 16Train Batch Size: 4Optimizer: AdamW8BitV9.1 (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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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 boysBase model: NoobAI-XL EPS 1.1Epochs: 20Repeats: 7Train Batch Size: 4Steps: 4550Resolution: 1024Enable Bucket: OnShuffle Tags: OnKeep Tokens: 2Clip Skip: 2Flip Augmentation: OnUnet LR: 0.0005Text Encoder LR: 0.00005LR Scheduler: cosine_with_restartsLR Scheduler Cycles: 3Min-SNR Gamma: 5Network Dim: 32Network Alpha: 16Noise Offset: 0.1Optimizer: AdamW8BitV9 (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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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, dirtyBase model: NoobAI-XL EPS 1.1Steps: 4000Epochs: 20Train Batch Size: 4Resolution: 1024Enable Bucket: OnShuffle Tags: OnKeep Tokens: 1Clip Skip: 2Flip Augmentation: OnUnet LR: 0.0005Text Encoder LR: 0.00005LR Scheduler: constantLR Scheduler Cycles: 1Min-SNR Gamma: 5Network Dim: 32Network Alpha: 16Noise Offset: 0.1Optimizer: AdamW8BitV8 (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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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, bloodBase model: NoobAI-XL EPS 1.1Repeats: 14Steps: 4947epochs: 20Unet LR: 0.0001Text Encoder LR: 0.00001LR Scheduler: constantLR Scheduler Cycles: 1Min-SNR Gamma: 5Network Dim: 32Network Alpha: 16V7 (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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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, bloodsteps: 4000repeats: 12epochs: 20Unet LR: 0.0001Text Encoder LR: 0.00001LR Scheduler: constantLR Scheduler Cycles: 1Network Dim: 64Network Alpha: 32V6 (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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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, bloodsteps: 3400epochs: 20Unet LR: 0.0001Text Encoder LR: 0.00001LR Scheduler: constantLR Scheduler Cycles: 1Network Dim: 64Network Alpha: 32V5 (NoobAI):<span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">65-image Lora<span style="background-color:rgb(26, 27, 30);color:rgba(255, 255, 255, 0.85);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px"> 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, dustbunniesoptional prompts: flat colors, shaded, shadingnegative 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, 3komaV4 (NoobAI):<span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">46-image Lora<span style="background-color:rgb(26, 27, 30);color:rgba(255, 255, 255, 0.85);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px"> 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, dustbunniesnegative 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, 3komaV3 (NoobAI):<span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">34-image Lora<span style="background-color:rgb(26, 27, 30);color:rgba(255, 255, 255, 0.85);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px"> 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, dustbunniesnegative 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, 2komaV2 (NoobAI):<span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">24-image Lora<span style="background-color:rgb(26, 27, 30);color:rgba(255, 255, 255, 0.85);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px"> 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, dustbunniesnegative 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, 2komaV1 (NoobAI):<span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">11-image Lora<span style="background-color:rgb(26, 27, 30);color:rgba(255, 255, 255, 0.85);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px"> 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, dustbunniesnegative prompts: text, speech bubble, worst quality, low quality, blurry, artist name, watername, username, signature, monochrome, greyscale, border, white border, black border, copyright symbol, sketch,

Dustbunnies Style - [NoobAI/Anima]

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.

Dustbunnies Style.zip

character prompts.txt

Dustbunnies_Style_V9.2_NoobAI_Colab.safetensors

V9.2 (NoobAI Colab)

V1.2 (Anima Civitai)

V1.1 (Anima Colab)

V9.1 (NoobAI)

V1 (Anima)

V9 (NoobAI)

V8 (NoobAI)

V7 (NoobAI)

V6 (NoobAI)

V5 (NoobAI)

V4 (NoobAI)

V3 (NoobAI)

V2 (NoobAI)

V1 (NoobAI)

A mini update in which I returned to Civitai to continue training Anima-based Lora models using the AI Toolkit. Here, I chose to reduce the Network Dim and Network Alpha to 8, changed the LR Scheduler to cosine, increased the UNet LR and Text Encoder LR to 0.0005 and 0.00005 respectively, set Flip Augmentation to Off, and reduced the Steps to 268. The resulting model version is a bit closer to Eric Huelin’s art style, but it’s still far from delivering the results I was hoping for, unlike the NoobAI version trained with Kohya. So I’ll continue to refine my training of Anima-based models using the AI Toolkit.

Dustbunnies_Style_V1.2_Anima_Civitai.safetensors

Files with SHA256: 1c058d34bac01d1c2951b7dd441aae26f773caf37b2d4e25c76d1c93f443d437