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README.md

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----
-license: mit
----
+---
+license: creativeml-openrail-m
+base_model: "black-forest-labs/FLUX.1-dev"
+tags:
+  - stable-diffusion
+  - stable-diffusion-diffusers
+  - text-to-image
+  - diffusers
+  - simpletuner
+  - lora
+  - template:sd-lora
+inference: true
+widget:
+- text: 'unconditional (blank prompt)'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_0_0.png
+- text: 'A photo-realistic image of a burger on the moon'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_1_0.png
+---
+
+# simpletuner-josh-test01
+
+This is a 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:
+
+
+
+```
+A photo-realistic image of a burger on the moon
+```
+
+## Validation settings
+- CFG: `7.5`
+- CFG Rescale: `0.0`
+- Steps: `20`
+- Sampler: `None`
+- Seed: `42`
+- Resolution: `1024x1024`
+
+Note: The validation settings are not necessarily the same as the [training settings](#training-settings).
+
+You can find some example images in the following gallery:
+
+
+<Gallery />
+
+The text encoder **was not** trained.
+You may reuse the base model text encoder for inference.
+
+
+## Training settings
+
+- Training epochs: 75
+- Training steps: 1056
+- Learning rate: 8e-05
+- Effective batch size: 2
+  - Micro-batch size: 1
+  - Gradient accumulation steps: 2
+  - Number of GPUs: 1
+- Prediction type: flow-matching
+- Rescaled betas zero SNR: False
+- Optimizer: AdamW, stochastic bf16
+- Precision: Pure BF16
+- Quantised: No
+- Xformers: Not used
+- LoRA Rank: 64
+- LoRA Alpha: None
+- LoRA Dropout: 0.1
+- LoRA initialisation style: default
+
+
+## Datasets
+
+### smashburger
+- Repeats: 0
+- Total number of images: 28
+- Total number of aspect buckets: 1
+- Resolution: 512 px
+- Cropped: True
+- Crop style: center
+- Crop aspect: square
+
+
+## Inference
+
+
+```python
+import torch
+from diffusers import DiffusionPipeline
+
+model_id = 'black-forest-labs/FLUX.1-dev'
+adapter_id = 'jsterlingvids/simpletuner-josh-test01'
+pipeline = DiffusionPipeline.from_pretrained(model_id)
+pipeline.load_lora_weights(adapter_id)
+
+prompt = "A photo-realistic image of a burger on the moon"
+
+
+pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
+image = pipeline(
+    prompt=prompt,
+    num_inference_steps=20,
+    generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826),
+    width=1024,
+    height=1024,
+    guidance_scale=7.5,
+).images[0]
+image.save("output.png", format="PNG")
+```
+

optimizer.bin

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+size 583192156

random_states_0.pkl

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+size 14668

scheduler.bin

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+oid sha256:8d4419738fc98908271b8063c0181b5f72caa6d44724b04a37d7044a136078d5
+size 1000

training_state-smashburger.json

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+{"aspect_ratio_bucket_indices": {"1.0": ["/workspace/SimpleTuner/datasets/smashburger/Overhead of burger with bite taken out of it.jpg", "/workspace/SimpleTuner/datasets/smashburger/A beautifully toasted bun encasing a juicy cheeseburger, with melted cheese perfectly draped over a well-seared patty, resting on a stainless steel surface.jpg", "/workspace/SimpleTuner/datasets/smashburger/Overhead view of a delicious cheeseburger, showcasing the soft, glossy bun and gooey cheese, with the edges of the crispy patty peeking out.jpg", "/workspace/SimpleTuner/datasets/smashburger/Medium close up of juicy burger with toasted bun and melted cheese.jpg", "/workspace/SimpleTuner/datasets/smashburger/Overhead of burger with toasted brioche bun.jpg", "/workspace/SimpleTuner/datasets/smashburger/Super closeup of burger with toasted bun and melted cheese.jpg", "/workspace/SimpleTuner/datasets/smashburger/Overhead view of burger with melted cheese.jpg", "/workspace/SimpleTuner/datasets/smashburger/.ipynb_checkpoints/A beautifully toasted bun encasing a juicy cheeseburger, with melted cheese perfectly draped over a well-seared patty, resting on a stainless steel surface-checkpoint.jpg", "/workspace/SimpleTuner/datasets/smashburger/Burger with melted cheese.jpg", "/workspace/SimpleTuner/datasets/smashburger/Burger with melted cheese on stainless steel platter.jpg", "/workspace/SimpleTuner/datasets/smashburger/Extreme closeup of meat cheese and bun.jpg", "/workspace/SimpleTuner/datasets/smashburger/Angled overhead view of burger with melted cheese on stainless platter.jpg", "/workspace/SimpleTuner/datasets/smashburger/Wide shot of burger on platter.jpg", "/workspace/SimpleTuner/datasets/smashburger/Side view of a cheeseburger with a toasted bun and melted cheese.jpg", "/workspace/SimpleTuner/datasets/smashburger/Burger Side shot with toasted bun.jpg", "/workspace/SimpleTuner/datasets/smashburger/Side view closeup of burger with melted cheese and toasted bun.jpg", "/workspace/SimpleTuner/datasets/smashburger/Burger Melted Cheese Unwrapped.jpg", "/workspace/SimpleTuner/datasets/smashburger/Close up of burger with melted cheese on a stainless steel background.jpg", "/workspace/SimpleTuner/datasets/smashburger/.ipynb_checkpoints/Angled overhead view of burger with melted cheese on stainless platter-checkpoint.jpg", "/workspace/SimpleTuner/datasets/smashburger/Side view of burger with melted cheese and single meat patty.jpg", "/workspace/SimpleTuner/datasets/smashburger/Mouth watering burger with multiple slices of cheese and melted cheese.jpg", "/workspace/SimpleTuner/datasets/smashburger/Overhead shot of juicy burger on stainless steel platter.jpg", "/workspace/SimpleTuner/datasets/smashburger/Side close up shot of burger with melted cheese and meat patty.jpg", "/workspace/SimpleTuner/datasets/smashburger/Sideview of burger with melted cheese on stainless steel platter.jpg", "/workspace/SimpleTuner/datasets/smashburger/Close up of burger with Melted Cheese.jpg", "/workspace/SimpleTuner/datasets/smashburger/Burger with melted cheese in packaging unwrapped.jpg", "/workspace/SimpleTuner/datasets/smashburger/Side view of burger with Melted cheese.jpg", "/workspace/SimpleTuner/datasets/smashburger/Burger angled shot with melted cheese and toasted bun.jpg"]}, "buckets": ["1.0"], "exhausted_buckets": [], "batch_size": 1, "current_bucket": 0, "seen_images": {"/workspace/SimpleTuner/datasets/smashburger/Side view of burger with melted cheese and single meat patty.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Overhead shot of juicy burger on stainless steel platter.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Overhead of burger with bite taken out of it.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Burger Melted Cheese Unwrapped.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Close up of burger with Melted Cheese.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Mouth watering burger with multiple slices of cheese and melted cheese.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Extreme closeup of meat cheese and bun.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Burger angled shot with melted cheese and toasted bun.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Angled overhead view of burger with melted cheese on stainless platter.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Side close up shot of burger with melted cheese and meat patty.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Burger with melted cheese.jpg": true, "/workspace/SimpleTuner/datasets/smashburger/Close up of burger with melted cheese on a stainless steel background.jpg": true}, "current_epoch": 76}