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Добавить FLUX LoRA веса

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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/oleg-lora_004000_00_20250103234025.png
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+ text: O1EG_gERBy1ev
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+ base_model: black-forest-labs/FLUX.1-dev
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+ instance_prompt: O1EG_gERBy1ev
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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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+ # oleg_lora
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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 `O1EG_gERBy1ev` 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 = '/workspace/fluxgym/datasets/oleg-lora'
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+ class_tokens = 'O1EG_gERBy1ev'
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+ num_repeats = 10
oleg-lora-000004.safetensors ADDED
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sample/.ipynb_checkpoints/oleg-lora_000800_00_20250103223625-checkpoint.png ADDED
sample/oleg-lora_000200_00_20250103222425.png ADDED
sample/oleg-lora_000400_00_20250103222825.png ADDED
sample/oleg-lora_000600_00_20250103223225.png ADDED
sample/oleg-lora_000800_00_20250103223625.png ADDED
sample/oleg-lora_001000_00_20250103224025.png ADDED
sample/oleg-lora_001200_00_20250103224425.png ADDED
sample/oleg-lora_001400_00_20250103224825.png ADDED
sample/oleg-lora_001600_00_20250103225225.png ADDED
sample/oleg-lora_001800_00_20250103225625.png ADDED
sample/oleg-lora_002000_00_20250103230025.png ADDED
sample/oleg-lora_002200_00_20250103230425.png ADDED
sample/oleg-lora_002400_00_20250103230825.png ADDED
sample/oleg-lora_002600_00_20250103231226.png ADDED
sample/oleg-lora_002800_00_20250103231626.png ADDED
sample/oleg-lora_003000_00_20250103232026.png ADDED
sample/oleg-lora_003200_00_20250103232426.png ADDED
sample/oleg-lora_003400_00_20250103232826.png ADDED
sample/oleg-lora_003600_00_20250103233225.png ADDED
sample/oleg-lora_003800_00_20250103233625.png ADDED
sample/oleg-lora_004000_00_20250103234025.png ADDED
sample_prompts.txt ADDED
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+ O1EG_gERBy1ev
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 "/workspace/fluxgym/models/unet/flux1-dev.sft" \
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+ --clip_l "/workspace/fluxgym/models/clip/clip_l.safetensors" \
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+ --t5xxl "/workspace/fluxgym/models/clip/t5xxl_fp16.safetensors" \
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+ --ae "/workspace/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="/workspace/fluxgym/outputs/oleg-lora/sample_prompts.txt" --sample_every_n_steps="200" \
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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 "/workspace/fluxgym/outputs/oleg-lora/dataset.toml" \
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+ --output_dir "/workspace/fluxgym/outputs/oleg-lora" \
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+ --output_name oleg-lora \
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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 \