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VHKE
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mini-ceramic

Text-to-Image
Diffusers
flux
lora
template:sd-lora
fluxgym
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  1. README.md +33 -0
  2. dataset.toml +14 -0
  3. mini-ceramic-000004.safetensors +3 -0
  4. mini-ceramic-000008.safetensors +3 -0
  5. mini-ceramic-000012.safetensors +3 -0
  6. mini-ceramic.safetensors +3 -0
  7. sample/mini-ceramic_000500_00_20250124075317.png +0 -0
  8. sample/mini-ceramic_001000_00_20250124080126.png +0 -0
  9. sample/mini-ceramic_001500_00_20250124080935.png +0 -0
  10. sample/mini-ceramic_002000_00_20250124081744.png +0 -0
  11. sample/mini-ceramic_002500_00_20250124082555.png +0 -0
  12. sample/mini-ceramic_003000_00_20250124083407.png +0 -0
  13. sample/mini-ceramic_003500_00_20250124084215.png +0 -0
  14. sample/mini-ceramic_004000_00_20250124085025.png +0 -0
  15. sample/mini-ceramic_004500_00_20250124085835.png +0 -0
  16. sample/mini-ceramic_005000_00_20250124090647.png +0 -0
  17. sample/mini-ceramic_005500_00_20250124091457.png +0 -0
  18. sample/mini-ceramic_006000_00_20250124092303.png +0 -0
  19. sample/mini-ceramic_006500_00_20250124093112.png +0 -0
  20. sample/mini-ceramic_007000_00_20250124093918.png +0 -0
  21. sample_prompts.txt +1 -0
  22. train.sh +34 -0
README.md ADDED
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+ ---
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+ tags:
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+ - text-to-image
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+ - flux
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+ - lora
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+ - diffusers
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+ - template:sd-lora
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+ - fluxgym
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+ widget:
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+ - output:
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+ url: sample/mini-ceramic_007000_00_20250124093918.png
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+ text: mini ceramic
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+ base_model: black-forest-labs/FLUX.1-dev
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+ instance_prompt: mini ceramic
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+ license: other
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+ license_name: flux-1-dev-non-commercial-license
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+ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
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+ ---
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+
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+ # mini ceramic
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+
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+ A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
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+
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+ <Gallery />
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+
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+ ## Trigger words
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+
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+ You should use `mini ceramic ` to trigger the image generation.
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+
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+ ## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, Forge, etc.
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+
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+ Weights for this model are available in Safetensors format.
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+
dataset.toml ADDED
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+ [general]
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+ shuffle_caption = false
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+ caption_extension = '.txt'
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+ keep_tokens = 1
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+
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+ [[datasets]]
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+ resolution = 512
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+ batch_size = 1
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+ keep_tokens = 1
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+
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+ [[datasets.subsets]]
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+ image_dir = '/app/fluxgym/datasets/mini-ceramic'
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+ class_tokens = 'mini ceramic '
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+ num_repeats = 10
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+ version https://git-lfs.github.com/spec/v1
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+ size 39769552
mini-ceramic-000008.safetensors ADDED
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sample/mini-ceramic_000500_00_20250124075317.png ADDED
sample/mini-ceramic_001000_00_20250124080126.png ADDED
sample/mini-ceramic_001500_00_20250124080935.png ADDED
sample/mini-ceramic_002000_00_20250124081744.png ADDED
sample/mini-ceramic_002500_00_20250124082555.png ADDED
sample/mini-ceramic_003000_00_20250124083407.png ADDED
sample/mini-ceramic_003500_00_20250124084215.png ADDED
sample/mini-ceramic_004000_00_20250124085025.png ADDED
sample/mini-ceramic_004500_00_20250124085835.png ADDED
sample/mini-ceramic_005000_00_20250124090647.png ADDED
sample/mini-ceramic_005500_00_20250124091457.png ADDED
sample/mini-ceramic_006000_00_20250124092303.png ADDED
sample/mini-ceramic_006500_00_20250124093112.png ADDED
sample/mini-ceramic_007000_00_20250124093918.png ADDED
sample_prompts.txt ADDED
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+ mini ceramic
train.sh ADDED
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+ accelerate launch \
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+ --mixed_precision bf16 \
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+ --num_cpu_threads_per_process 1 \
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+ sd-scripts/flux_train_network.py \
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+ --pretrained_model_name_or_path "/app/fluxgym/models/unet/flux1-dev.sft" \
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+ --clip_l "/app/fluxgym/models/clip/clip_l.safetensors" \
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+ --t5xxl "/app/fluxgym/models/clip/t5xxl_fp16.safetensors" \
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+ --ae "/app/fluxgym/models/vae/ae.sft" \
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+ --cache_latents_to_disk \
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+ --save_model_as safetensors \
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+ --sdpa --persistent_data_loader_workers \
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+ --max_data_loader_n_workers 2 \
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+ --seed 42 \
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+ --gradient_checkpointing \
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+ --mixed_precision bf16 \
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+ --save_precision bf16 \
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+ --network_module networks.lora_flux \
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+ --network_dim 4 \
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+ --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/mini-ceramic/sample_prompts.txt" --sample_every_n_steps="500" \
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+ --learning_rate 8e-4 \
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+ --cache_text_encoder_outputs \
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+ --cache_text_encoder_outputs_to_disk \
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+ --fp8_base \
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+ --highvram \
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+ --max_train_epochs 16 \
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+ --save_every_n_epochs 4 \
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+ --dataset_config "/app/fluxgym/outputs/mini-ceramic/dataset.toml" \
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+ --output_dir "/app/fluxgym/outputs/mini-ceramic" \
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+ --output_name mini-ceramic \
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+ --timestep_sampling shift \
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+ --discrete_flow_shift 3.1582 \
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+ --model_prediction_type raw \
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+ --guidance_scale 1 \
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+ --loss_type l2 \