End of training

.gitattributes

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 *tfevents* filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+base_model: stabilityai/stable-diffusion-3-medium-diffusers
+library_name: diffusers
+license: other
+instance_prompt: a photo of a young canola plant that is about 20 days old. It has
+  five leaves that are starting to develop
+widget:
+- text: A photo of a young canola plant, about 20 to 29 days old with five developing
+    leaves. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
+    bright blue cylindrical cup on a bright blue background
+  output:
+    url: image_0.png
+- text: A photo of a young canola plant, about 20 to 29 days old with five developing
+    leaves. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
+    bright blue cylindrical cup on a bright blue background
+  output:
+    url: image_1.png
+- text: A photo of a young canola plant, about 20 to 29 days old with five developing
+    leaves. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
+    bright blue cylindrical cup on a bright blue background
+  output:
+    url: image_2.png
+- text: A photo of a young canola plant, about 20 to 29 days old with five developing
+    leaves. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
+    bright blue cylindrical cup on a bright blue background
+  output:
+    url: image_3.png
+tags:
+- text-to-image
+- diffusers-training
+- diffusers
+- lora
+- template:sd-lora
+- sd3
+- sd3-diffusers
+---
+
+<!-- This model card has been generated automatically according to the information the training script had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+
+# SD3 DreamBooth LoRA - rdeinla/test-can-2
+
+<Gallery />
+
+## Model description
+
+These are rdeinla/test-can-2 DreamBooth LoRA weights for stabilityai/stable-diffusion-3-medium-diffusers.
+
+The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [SD3 diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_sd3.md).
+
+Was LoRA for the text encoder enabled? False.
+
+## Trigger words
+
+You should use `a photo of a young canola plant that is about 20 days old. It has five leaves that are starting to develop` to trigger the image generation.
+
+## Download model
+
+[Download the *.safetensors LoRA](rdeinla/test-can-2/tree/main) in the Files & versions tab.
+
+## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+
+```py
+from diffusers import AutoPipelineForText2Image
+import torch
+pipeline = AutoPipelineForText2Image.from_pretrained(stabilityai/stable-diffusion-3-medium-diffusers, torch_dtype=torch.float16).to('cuda')
+pipeline.load_lora_weights('rdeinla/test-can-2', weight_name='pytorch_lora_weights.safetensors')
+image = pipeline('A photo of a young canola plant, about 20 to 29 days old with five developing leaves. It is growing in dark, nutrient-rich soil. It is contained within a smooth, bright blue cylindrical cup on a bright blue background').images[0]
+```
+
+### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke
+
+- **LoRA**: download **[`diffusers_lora_weights.safetensors` here 💾](/rdeinla/test-can-2/blob/main/diffusers_lora_weights.safetensors)**.
+    - Rename it and place it on your `models/Lora` folder.
+    - On AUTOMATIC1111, load the LoRA by adding `<lora:your_new_name:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
+
+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)
+
+## License
+
+Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3-medium/blob/main/LICENSE.md).
+
+
+## Intended uses & limitations
+
+#### How to use
+
+```python
+# TODO: add an example code snippet for running this diffusion pipeline
+```
+
+#### Limitations and bias
+
+[TODO: provide examples of latent issues and potential remediations]
+
+## Training details
+
+[TODO: describe the data used to train the model]

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+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
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+image_column: image
+instance_data_dir: /project/6085367/SharedData/tuning_dp/diffusers/examples/dreambooth/Canola/20to29days/20to29-train-img2
+instance_prompt: a photo of the cotyledon leaves of a canola plant growing in a bright
+  blue cup
+learning_rate: 0.000456
+local_rank: 0
+logging_dir: logs
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+lr_warmup_steps: 8
+max_grad_norm: 1.0
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+max_train_steps: 855
+mixed_precision: fp16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 285
+num_validation_images: 4
+optimizer: AdamW
+output_dir: /project/6085367/SharedData/diffusers/examples/dreambooth/trained-sd3-outputs/test-can-2
+precondition_outputs: 1
+pretrained_model_name_or_path: stabilityai/stable-diffusion-3-medium-diffusers
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+seed: 42
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+train_batch_size: 2
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 3
+validation_prompt: A photo of a canola plant's cotyledon leaves. The canola plant
+  is around 0 to 9 days old. It is growing in dark, nutrient-rich soil. It is contained
+  within a smooth, bright blue cylindrical cup on a bright blue background
+variant: null
+weighting_scheme: logit_normal
+with_prior_preservation: false

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+  five leaves that are starting to develop
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+  developing leaves. It is growing in dark, nutrient-rich soil. It is contained within
+  a smooth, bright blue cylindrical cup on a bright blue background
+variant: null
+weighting_scheme: logit_normal
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