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Browse files- README.md +39 -0
- dataset.toml +14 -0
- sample/tomasbily_000075_00_20241004150219.png +0 -0
- sample/tomasbily_000075_01_20241004150229.png +0 -0
- sample/tomasbily_000150_00_20241004150500.png +0 -0
- sample/tomasbily_000150_01_20241004150511.png +0 -0
- sample/tomasbily_000225_00_20241004150742.png +0 -0
- sample/tomasbily_000225_01_20241004150753.png +0 -0
- sample/tomasbily_000300_00_20241004151028.png +0 -0
- sample/tomasbily_000300_01_20241004151038.png +0 -0
- sample/tomasbily_000375_00_20241004151310.png +0 -0
- sample/tomasbily_000375_01_20241004151320.png +0 -0
- sample/tomasbily_000450_00_20241004151550.png +0 -0
- sample/tomasbily_000450_01_20241004151601.png +0 -0
- sample/tomasbily_000525_00_20241004151833.png +0 -0
- sample/tomasbily_000525_01_20241004151844.png +0 -0
- sample/tomasbily_000600_00_20241004152115.png +0 -0
- sample/tomasbily_000600_01_20241004152125.png +0 -0
- sample/tomasbily_000675_00_20241004152356.png +0 -0
- sample/tomasbily_000675_01_20241004152407.png +0 -0
- sample/tomasbily_000750_00_20241004152636.png +0 -0
- sample/tomasbily_000750_01_20241004152647.png +0 -0
- sample/tomasbily_000825_00_20241004152917.png +0 -0
- sample/tomasbily_000825_01_20241004152927.png +0 -0
- sample/tomasbily_000900_00_20241004153157.png +0 -0
- sample/tomasbily_000900_01_20241004153208.png +0 -0
- sample/tomasbily_000975_00_20241004153438.png +0 -0
- sample/tomasbily_000975_01_20241004153449.png +0 -0
- sample_prompts.txt +6 -0
- tomasbily-000004.safetensors +3 -0
- tomasbily-000008.safetensors +3 -0
- tomasbily-000012.safetensors +3 -0
- tomasbily.safetensors +3 -0
- train.sh +34 -0
README.md
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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/tomasbily_000975_00_20241004153438.png
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text: tomasbily a man standing on the steps of a building wearing a grey jacket
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and jeans. The background of the image includes a wooden fence, a bench, some
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plants, and a window.
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- output:
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url: sample/tomasbily_000975_01_20241004153449.png
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text: tomasbily a man with a beard wearing a grey jacket, looking directly at
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the camera with a blurred background.
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base_model: black-forest-labs/FLUX.1-dev
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instance_prompt: tomasbily
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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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# tomasbily
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A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
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<Gallery />
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## Trigger words
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You should use `tomasbily` to trigger the image generation.
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## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, Forge, etc.
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Weights for this model are available in Safetensors format.
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dataset.toml
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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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[[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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[[datasets.subsets]]
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image_dir = '/app/fluxgym/datasets/tomasbily'
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class_tokens = 'tomasbily'
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num_repeats = 5
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sample/tomasbily_000075_00_20241004150219.png
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sample/tomasbily_000075_01_20241004150229.png
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sample_prompts.txt
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tomasbily a man standing on the steps of a building wearing a grey jacket and jeans. The background of the image includes a wooden fence, a bench, some plants, and a window.
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tomasbily a man with a beard wearing a grey jacket, looking directly at the camera with a blurred background.
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tomasbily-000004.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5e35c86b926c49fc34d6d026425901ee340afd65ba5185a67594aae07979f37a
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size 317078808
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tomasbily-000008.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:45929df330919ed0300b062b6a8b4a27a67e641a98b2253007c55bdafb7b31b3
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size 317078808
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tomasbily-000012.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:79e965e7c6b1114d3c38c5ca39787c9d60a10b6b49dbb518496034d4e3346da0
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size 317078808
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tomasbily.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:df6bd75c477a0f7e0830cb747ec2ed2a321c182687bc843197e8a8694cc9e868
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size 317078816
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train.sh
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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 0 \
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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 32 \
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--optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/tomasbily/sample_prompts.txt" --sample_every_n_steps="75" \
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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/tomasbily/dataset.toml" \
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--output_dir "/app/fluxgym/outputs/tomasbily" \
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--output_name tomasbily \
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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 \
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