End of training
Browse files- .gitattributes +4 -0
- README.md +112 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scaler.pt +3 -0
- checkpoint-500/scheduler.bin +3 -0
- image_0.png +3 -0
- image_1.png +3 -0
- image_2.png +3 -0
- image_3.png +3 -0
- logs/dreambooth-sd3-lora/1742269076.2388852/events.out.tfevents.1742269076.g338.3346222.1 +3 -0
- logs/dreambooth-sd3-lora/1742269076.2432952/hparams.yml +81 -0
- logs/dreambooth-sd3-lora/1742349871.5287514/events.out.tfevents.1742349871.g338.3394753.1 +3 -0
- logs/dreambooth-sd3-lora/1742349871.5335662/hparams.yml +81 -0
- logs/dreambooth-sd3-lora/1742400289.439528/events.out.tfevents.1742400289.g338.3509659.1 +3 -0
- logs/dreambooth-sd3-lora/1742400289.4446635/hparams.yml +81 -0
- logs/dreambooth-sd3-lora/events.out.tfevents.1742269076.g338.3346222.0 +3 -0
- logs/dreambooth-sd3-lora/events.out.tfevents.1742349871.g338.3394753.0 +3 -0
- logs/dreambooth-sd3-lora/events.out.tfevents.1742400289.g338.3509659.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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+
image_0.png filter=lfs diff=lfs merge=lfs -text
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image_1.png filter=lfs diff=lfs merge=lfs -text
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image_2.png filter=lfs diff=lfs merge=lfs -text
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image_3.png filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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| 1 |
+
---
|
| 2 |
+
base_model: stabilityai/stable-diffusion-3-medium-diffusers
|
| 3 |
+
library_name: diffusers
|
| 4 |
+
license: other
|
| 5 |
+
instance_prompt: a photo of a canola plant in the early blooming stage. It is about
|
| 6 |
+
63 days old. It has a long stem with narrow leaves bunched together at the bottom
|
| 7 |
+
of the plant, and two yellow flowers and a few yellow buds at the top.
|
| 8 |
+
widget:
|
| 9 |
+
- text: A photo of a canola plant in the early blooming stage. The stem of the plant
|
| 10 |
+
is long, with narrow leaves with ruffled edges concentrated at the end of the
|
| 11 |
+
plant and small, thin leaves that spiral to the up the stem. At the top of the
|
| 12 |
+
plant are a few yellow flowers and a few mature yellow buds. It is about 63 days
|
| 13 |
+
old. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
|
| 14 |
+
bright blue cylindrical cup on a bright blue background
|
| 15 |
+
output:
|
| 16 |
+
url: image_0.png
|
| 17 |
+
- text: A photo of a canola plant in the early blooming stage. The stem of the plant
|
| 18 |
+
is long, with narrow leaves with ruffled edges concentrated at the end of the
|
| 19 |
+
plant and small, thin leaves that spiral to the up the stem. At the top of the
|
| 20 |
+
plant are a few yellow flowers and a few mature yellow buds. It is about 63 days
|
| 21 |
+
old. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
|
| 22 |
+
bright blue cylindrical cup on a bright blue background
|
| 23 |
+
output:
|
| 24 |
+
url: image_1.png
|
| 25 |
+
- text: A photo of a canola plant in the early blooming stage. The stem of the plant
|
| 26 |
+
is long, with narrow leaves with ruffled edges concentrated at the end of the
|
| 27 |
+
plant and small, thin leaves that spiral to the up the stem. At the top of the
|
| 28 |
+
plant are a few yellow flowers and a few mature yellow buds. It is about 63 days
|
| 29 |
+
old. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
|
| 30 |
+
bright blue cylindrical cup on a bright blue background
|
| 31 |
+
output:
|
| 32 |
+
url: image_2.png
|
| 33 |
+
- text: A photo of a canola plant in the early blooming stage. The stem of the plant
|
| 34 |
+
is long, with narrow leaves with ruffled edges concentrated at the end of the
|
| 35 |
+
plant and small, thin leaves that spiral to the up the stem. At the top of the
|
| 36 |
+
plant are a few yellow flowers and a few mature yellow buds. It is about 63 days
|
| 37 |
+
old. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
|
| 38 |
+
bright blue cylindrical cup on a bright blue background
|
| 39 |
+
output:
|
| 40 |
+
url: image_3.png
|
| 41 |
+
tags:
|
| 42 |
+
- text-to-image
|
| 43 |
+
- diffusers-training
|
| 44 |
+
- diffusers
|
| 45 |
+
- lora
|
| 46 |
+
- template:sd-lora
|
| 47 |
+
- sd3
|
| 48 |
+
- sd3-diffusers
|
| 49 |
+
---
|
| 50 |
+
|
| 51 |
+
<!-- This model card has been generated automatically according to the information the training script had access to. You
|
| 52 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 53 |
+
|
| 54 |
+
|
| 55 |
+
# SD3 DreamBooth LoRA - rdeinla/test-can-6-1
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| 56 |
+
|
| 57 |
+
<Gallery />
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| 58 |
+
|
| 59 |
+
## Model description
|
| 60 |
+
|
| 61 |
+
These are rdeinla/test-can-6-1 DreamBooth LoRA weights for stabilityai/stable-diffusion-3-medium-diffusers.
|
| 62 |
+
|
| 63 |
+
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).
|
| 64 |
+
|
| 65 |
+
Was LoRA for the text encoder enabled? False.
|
| 66 |
+
|
| 67 |
+
## Trigger words
|
| 68 |
+
|
| 69 |
+
You should use `a photo of a canola plant in the early blooming stage. It is about 63 days old. It has a long stem with narrow leaves bunched together at the bottom of the plant, and two yellow flowers and a few yellow buds at the top.` to trigger the image generation.
|
| 70 |
+
|
| 71 |
+
## Download model
|
| 72 |
+
|
| 73 |
+
[Download the *.safetensors LoRA](rdeinla/test-can-6-1/tree/main) in the Files & versions tab.
|
| 74 |
+
|
| 75 |
+
## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
|
| 76 |
+
|
| 77 |
+
```py
|
| 78 |
+
from diffusers import AutoPipelineForText2Image
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| 79 |
+
import torch
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| 80 |
+
pipeline = AutoPipelineForText2Image.from_pretrained(stabilityai/stable-diffusion-3-medium-diffusers, torch_dtype=torch.float16).to('cuda')
|
| 81 |
+
pipeline.load_lora_weights('rdeinla/test-can-6-1', weight_name='pytorch_lora_weights.safetensors')
|
| 82 |
+
image = pipeline('A photo of a canola plant in the early blooming stage. The stem of the plant is long, with narrow leaves with ruffled edges concentrated at the end of the plant and small, thin leaves that spiral to the up the stem. At the top of the plant are a few yellow flowers and a few mature yellow buds. It is about 63 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').images[0]
|
| 83 |
+
```
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| 84 |
+
|
| 85 |
+
### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke
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| 86 |
+
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| 87 |
+
- **LoRA**: download **[`diffusers_lora_weights.safetensors` here 💾](/rdeinla/test-can-6-1/blob/main/diffusers_lora_weights.safetensors)**.
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| 88 |
+
- Rename it and place it on your `models/Lora` folder.
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| 89 |
+
- 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/).
|
| 90 |
+
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| 91 |
+
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)
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| 92 |
+
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| 93 |
+
## License
|
| 94 |
+
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| 95 |
+
Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3-medium/blob/main/LICENSE.md).
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| 96 |
+
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| 97 |
+
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| 98 |
+
## Intended uses & limitations
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| 99 |
+
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| 100 |
+
#### How to use
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| 101 |
+
|
| 102 |
+
```python
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| 103 |
+
# TODO: add an example code snippet for running this diffusion pipeline
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| 104 |
+
```
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| 105 |
+
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| 106 |
+
#### Limitations and bias
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| 107 |
+
|
| 108 |
+
[TODO: provide examples of latent issues and potential remediations]
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| 109 |
+
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| 110 |
+
## Training details
|
| 111 |
+
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| 112 |
+
[TODO: describe the data used to train the model]
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checkpoint-500/optimizer.bin
ADDED
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| 1 |
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checkpoint-500/pytorch_lora_weights.safetensors
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9a6a0e3dbe86e685d96659c4389716b8455441e8214040dcda77015dc527a9f
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size 9437288
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checkpoint-500/random_states_0.pkl
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:8736171c90da70955dd406411077fa03fbf9ef9f35da581e2864e3e5182f0def
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size 14864
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checkpoint-500/scaler.pt
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:18b984273ea2d45b7ffb1d047bb359d93111e41fcad70d16a1b453fd38f72636
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| 3 |
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size 988
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checkpoint-500/scheduler.bin
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:e56a02697e964868e0d2b963049b823a8c6765711b5e05caba3cb8840f9ee331
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| 3 |
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size 1000
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image_0.png
ADDED
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Git LFS Details
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image_1.png
ADDED
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Git LFS Details
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image_2.png
ADDED
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Git LFS Details
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image_3.png
ADDED
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Git LFS Details
|
logs/dreambooth-sd3-lora/1742269076.2388852/events.out.tfevents.1742269076.g338.3346222.1
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:27af79e68d38bfaa56e9cc75821dac97bf6fabb8ab6ab3af54b6d501dd2d0429
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| 3 |
+
size 4121
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logs/dreambooth-sd3-lora/1742269076.2432952/hparams.yml
ADDED
|
@@ -0,0 +1,81 @@
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| 1 |
+
adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.0001
|
| 5 |
+
adam_weight_decay_text_encoder: 0.001
|
| 6 |
+
allow_tf32: false
|
| 7 |
+
cache_dir: null
|
| 8 |
+
cache_latents: false
|
| 9 |
+
caption_column: null
|
| 10 |
+
center_crop: false
|
| 11 |
+
checkpointing_steps: 500
|
| 12 |
+
checkpoints_total_limit: null
|
| 13 |
+
class_data_dir: null
|
| 14 |
+
class_prompt: null
|
| 15 |
+
dataloader_num_workers: 0
|
| 16 |
+
dataset_config_name: null
|
| 17 |
+
dataset_name: null
|
| 18 |
+
gradient_accumulation_steps: 1
|
| 19 |
+
gradient_checkpointing: false
|
| 20 |
+
hub_model_id: null
|
| 21 |
+
hub_token: null
|
| 22 |
+
image_column: image
|
| 23 |
+
instance_data_dir: /project/6085367/SharedData/tuning_dp/diffusers/examples/dreambooth/Canola/60to99days/60to99-train
|
| 24 |
+
instance_prompt: a photo of a canola plant in the early blooming stage. It is about
|
| 25 |
+
63 days old. It has a long stem with the leaves bunched together at the bottom of
|
| 26 |
+
the plant, and yellow flowers and buds at the top.
|
| 27 |
+
learning_rate: 0.000415
|
| 28 |
+
local_rank: 0
|
| 29 |
+
logging_dir: logs
|
| 30 |
+
logit_mean: 0.0
|
| 31 |
+
logit_std: 1.0
|
| 32 |
+
lora_blocks: null
|
| 33 |
+
lora_layers: null
|
| 34 |
+
lr_num_cycles: 1
|
| 35 |
+
lr_power: 1.0
|
| 36 |
+
lr_scheduler: constant
|
| 37 |
+
lr_warmup_steps: 8
|
| 38 |
+
max_grad_norm: 1.0
|
| 39 |
+
max_sequence_length: 77
|
| 40 |
+
max_train_steps: 660
|
| 41 |
+
mixed_precision: fp16
|
| 42 |
+
mode_scale: 1.29
|
| 43 |
+
num_class_images: 100
|
| 44 |
+
num_train_epochs: 330
|
| 45 |
+
num_validation_images: 4
|
| 46 |
+
optimizer: AdamW
|
| 47 |
+
output_dir: /project/6085367/SharedData/diffusers/examples/dreambooth/trained-sd3-outputs/test-can-6-1
|
| 48 |
+
precondition_outputs: 1
|
| 49 |
+
pretrained_model_name_or_path: stabilityai/stable-diffusion-3-medium-diffusers
|
| 50 |
+
prior_generation_precision: null
|
| 51 |
+
prior_loss_weight: 1.0
|
| 52 |
+
prodigy_beta3: null
|
| 53 |
+
prodigy_decouple: true
|
| 54 |
+
prodigy_safeguard_warmup: true
|
| 55 |
+
prodigy_use_bias_correction: true
|
| 56 |
+
push_to_hub: true
|
| 57 |
+
random_flip: false
|
| 58 |
+
rank: 4
|
| 59 |
+
repeats: 1
|
| 60 |
+
report_to: tensorboard
|
| 61 |
+
resolution: 768
|
| 62 |
+
resume_from_checkpoint: null
|
| 63 |
+
revision: null
|
| 64 |
+
sample_batch_size: 4
|
| 65 |
+
scale_lr: false
|
| 66 |
+
seed: 42
|
| 67 |
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|
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|
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|
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|
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instance_prompt: a photo of a canola plant in the early blooming stage. It is about
|
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|
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|
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|
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|
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|
| 75 |
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the end of the plant and small narrow leaves that spiral to the up the stem. At
|
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|
| 77 |
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|
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|
| 79 |
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|
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smooth, bright blue cylindrical cup on a bright blue background
|
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|
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