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README.md

@@ -10,7 +10,7 @@ tags:
   - not-for-all-audiences
   - lora
   - template:sd-lora
-  - lycoris
+  - standard
 inference: true
 widget:
 - text: 'unconditional (blank prompt)'
@@ -18,16 +18,116 @@ widget:
     negative_prompt: 'blurry, cropped, ugly'
   output:
     url: ./assets/image_0_0.png
-- text: 'A photo-realistic image of a cat'
+- text: 'Detailed Man Portrait'
   parameters:
     negative_prompt: 'blurry, cropped, ugly'
   output:
     url: ./assets/image_1_0.png
+- text: 'A highly detailed portrait of a man resembling Beavis, with spiky blonde hair and a Metallica t-shirt, smirking expression, photorealistic, 8k resolution, dramatic lighting, oil painting style'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_2_0.png
+- text: 'Elegant Woman Portrait'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_3_0.png
+- text: 'A refined portrait of a woman in the Beavis and Butt-head universe, wearing stylish 90s attire, confident gaze, soft lighting, high resolution, intricate details, classic portrait style'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_4_0.png
+- text: 'Beavis Character Study'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_5_0.png
+- text: 'An in-depth depiction of Beavis, sitting on a couch with a remote control, mischievous grin, detailed background featuring their cluttered living room, ultra-realistic, 4k resolution'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_6_0.png
+- text: 'Butt-head Character Study'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_7_0.png
+- text: 'A comprehensive illustration of Butt-head, standing with arms crossed, wearing an AC/DC t-shirt, indifferent expression, high detail, photorealistic, 8k resolution, natural lighting'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_8_0.png
+- text: 'Beavis and Butt-head Duo'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_9_0.png
+- text: 'Beavis and Butt-head sitting together on their iconic couch, laughing hysterically'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_10_0.png
+- text: 'Beavis and Butt-head Adventure'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_11_0.png
+- text: 'An intricate scene of Beavis and Butt-head exploring a theme park at night, bright lights, roller coasters in the background, laughing and eating nachos, highly detailed, cinematic lighting, 8k resolution'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_12_0.png
+- text: 'Daria Morgendorffer Portrait'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_13_0.png
+- text: 'A detailed portrait of Daria, standing with a book in hand, wearing her signature glasses and monotone expression, high resolution, minimalist background, artistic style'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_14_0.png
+- text: 'Beavis as The Great Cornholio'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_15_0.png
+- text: 'Beavis transformed into The Great Cornholio, shirt pulled over his head, wild eyes, chaotic classroom setting, high detail, dynamic lighting, 4k resolution'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_16_0.png
+- text: 'Beavis and Butt-head Concert'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_17_0.png
+- text: 'Beavis and Butt-head attending a heavy metal concert, headbanging in the crowd, vibrant stage lights, energetic atmosphere, high-definition'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_18_0.png
+- text: 'Retro Beavis and Butt-head Poster'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_19_0.png
+- text: 'A retro-style poster featuring Beavis and Butt-head in a comedic pose, bold 90s colors, vintage fonts, high detail, artistic illustration, nostalgic aesthetic'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_20_0.png
+- text: 'A photo-realistic image of a cat'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_21_0.png
 ---
 
 # flux-beavisandbutthead-mgpu
 
-This is a LyCORIS adapter derived from [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev).
+This is a standard PEFT LoRA derived from [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev).
 
 
 The main validation prompt used during training was:
@@ -59,43 +159,24 @@ You may reuse the base model text encoder for inference.
 
 ## Training settings
 
-- Training epochs: 483
-- Training steps: 1500
+- Training epochs: 4
+- Training steps: 100
 - Learning rate: 0.0002
-- Effective batch size: 64
-  - Micro-batch size: 8
+- Effective batch size: 8
+  - Micro-batch size: 1
   - Gradient accumulation steps: 1
   - Number of GPUs: 8
 - Prediction type: flow-matching
 - Rescaled betas zero SNR: False
-- Optimizer: bnb-adamw8bit
+- Optimizer: bnb-lion8bit
 - Precision: Pure BF16
 - Quantised: Yes: fp8-torchao
 - Xformers: Not used
-- LyCORIS Config:
-```json
-{
-    "algo": "lokr",
-    "multiplier": 1.0,
-    "linear_dim": 10000,
-    "linear_alpha": 1,
-    "factor": 16,
-    "apply_preset": {
-        "target_module": [
-            "Attention",
-            "FeedForward"
-        ],
-        "module_algo_map": {
-            "Attention": {
-                "factor": 16
-            },
-            "FeedForward": {
-                "factor": 8
-            }
-        }
-    }
-}
-```
+- LoRA Rank: 16
+- LoRA Alpha: 16.0
+- LoRA Dropout: 0.1
+- LoRA initialisation style: default
+    
 
 ## Datasets
 
@@ -115,13 +196,11 @@ You may reuse the base model text encoder for inference.
 ```python
 import torch
 from diffusers import DiffusionPipeline
-from lycoris import create_lycoris_from_weights
 
 model_id = 'black-forest-labs/FLUX.1-dev'
-adapter_id = 'pytorch_lora_weights.safetensors' # you will have to download this manually
-lora_scale = 1.0
-wrapper, _ = create_lycoris_from_weights(lora_scale, adapter_id, pipeline.transformer)
-wrapper.merge_to()
+adapter_id = 'bghira/flux-beavisandbutthead-mgpu'
+pipeline = DiffusionPipeline.from_pretrained(model_id)
+pipeline.load_lora_weights(adapter_id)
 
 prompt = "A photo-realistic image of a cat"