olegGerbylev
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Добавить FLUX LoRA веса
Browse files- README.md +33 -0
- dataset.toml +14 -0
- oleg-lora-000004.safetensors +3 -0
- oleg-lora-000008.safetensors +3 -0
- oleg-lora-000012.safetensors +3 -0
- oleg-lora.safetensors +3 -0
- sample/.ipynb_checkpoints/oleg-lora_000800_00_20250103223625-checkpoint.png +0 -0
- sample/oleg-lora_000200_00_20250103222425.png +0 -0
- sample/oleg-lora_000400_00_20250103222825.png +0 -0
- sample/oleg-lora_000600_00_20250103223225.png +0 -0
- sample/oleg-lora_000800_00_20250103223625.png +0 -0
- sample/oleg-lora_001000_00_20250103224025.png +0 -0
- sample/oleg-lora_001200_00_20250103224425.png +0 -0
- sample/oleg-lora_001400_00_20250103224825.png +0 -0
- sample/oleg-lora_001600_00_20250103225225.png +0 -0
- sample/oleg-lora_001800_00_20250103225625.png +0 -0
- sample/oleg-lora_002000_00_20250103230025.png +0 -0
- sample/oleg-lora_002200_00_20250103230425.png +0 -0
- sample/oleg-lora_002400_00_20250103230825.png +0 -0
- sample/oleg-lora_002600_00_20250103231226.png +0 -0
- sample/oleg-lora_002800_00_20250103231626.png +0 -0
- sample/oleg-lora_003000_00_20250103232026.png +0 -0
- sample/oleg-lora_003200_00_20250103232426.png +0 -0
- sample/oleg-lora_003400_00_20250103232826.png +0 -0
- sample/oleg-lora_003600_00_20250103233225.png +0 -0
- sample/oleg-lora_003800_00_20250103233625.png +0 -0
- sample/oleg-lora_004000_00_20250103234025.png +0 -0
- sample_prompts.txt +1 -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/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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# oleg_lora
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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 `O1EG_gERBy1ev` 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 = '/workspace/fluxgym/datasets/oleg-lora'
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class_tokens = 'O1EG_gERBy1ev'
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num_repeats = 10
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oleg-lora-000004.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd2e6a41c2edd83f45539a48061dc6d94dd191d7eba0877c351c40e40bb0c799
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size 39764768
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oleg-lora-000008.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:bed682b300a0fd284e83daa761c715386b97a1e7897de31837200aa1ed66adef
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size 39764768
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oleg-lora-000012.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c11d3a9e0c279041aad7f130b4398efd4c9d6d47cf78a6a7f20a51e33689547a
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size 39764768
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oleg-lora.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8f9ee4f3b81da9670b9b1c86202a9f4d3b80486a809077e5d6d8f8b2b7de8515
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size 39764768
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sample/.ipynb_checkpoints/oleg-lora_000800_00_20250103223625-checkpoint.png
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sample/oleg-lora_000200_00_20250103222425.png
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sample/oleg-lora_000400_00_20250103222825.png
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sample/oleg-lora_000600_00_20250103223225.png
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sample/oleg-lora_000800_00_20250103223625.png
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sample/oleg-lora_001000_00_20250103224025.png
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sample/oleg-lora_001200_00_20250103224425.png
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sample/oleg-lora_001400_00_20250103224825.png
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sample/oleg-lora_001600_00_20250103225225.png
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sample/oleg-lora_001800_00_20250103225625.png
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sample/oleg-lora_002000_00_20250103230025.png
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sample/oleg-lora_002200_00_20250103230425.png
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sample/oleg-lora_002400_00_20250103230825.png
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sample/oleg-lora_002600_00_20250103231226.png
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sample/oleg-lora_002800_00_20250103231626.png
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sample/oleg-lora_003000_00_20250103232026.png
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sample/oleg-lora_003200_00_20250103232426.png
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sample/oleg-lora_003400_00_20250103232826.png
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sample/oleg-lora_003600_00_20250103233225.png
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sample/oleg-lora_003800_00_20250103233625.png
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sample/oleg-lora_004000_00_20250103234025.png
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sample_prompts.txt
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O1EG_gERBy1ev
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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 "/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 \
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