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.ipynb_checkpoints/dataset-checkpoint.toml

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+[general]
+shuffle_caption = false
+caption_extension = '.txt'
+keep_tokens = 1
+
+[[datasets]]
+resolution = 768
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/root/fluxgym/datasets/shijiniangniang'
+  class_tokens = 'shijiniangniang'
+  num_repeats = 10

.ipynb_checkpoints/sample_prompts-checkpoint.txt

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+shijiniangniang, a girl

.ipynb_checkpoints/train-checkpoint.sh

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+accelerate launch \
+  --mixed_precision bf16 \
+  --num_cpu_threads_per_process 1 \
+  sd-scripts/flux_train_network.py \
+  --pretrained_model_name_or_path "/root/fluxgym/models/unet/flux1-dev.sft" \
+  --clip_l "/root/fluxgym/models/clip/clip_l.safetensors" \
+  --t5xxl "/root/fluxgym/models/clip/t5xxl_fp16.safetensors" \
+  --ae "/root/fluxgym/models/vae/ae.safetensors" \
+  --cache_latents_to_disk \
+  --save_model_as safetensors \
+  --sdpa --persistent_data_loader_workers \
+  --max_data_loader_n_workers 2 \
+  --seed 42 \
+  --gradient_checkpointing \
+  --mixed_precision bf16 \
+  --save_precision bf16 \
+  --network_module networks.lora_flux \
+  --network_dim 16 \
+  --optimizer_type adamw8bit \
+  --learning_rate 8e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 20 \
+  --save_every_n_epochs 4 \
+  --dataset_config "/root/fluxgym/outputs/shijiniangniang/dataset.toml" \
+  --output_dir "/root/fluxgym/outputs/shijiniangniang" \
+  --output_name shijiniangniang \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \
+  --enable_bucket

README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+
+
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: shijiniangniang
+license: other
+license_name: flux-1-dev-non-commercial-license
+license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+---
+
+# shijiniangniang
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `shijiniangniang` to trigger the image generation.
+
+## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, Forge, etc.
+
+Weights for this model are available in Safetensors format.
+

dataset.toml

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+[general]
+shuffle_caption = false
+caption_extension = '.txt'
+keep_tokens = 1
+
+[[datasets]]
+resolution = 768
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/root/fluxgym/datasets/shijiniangniang'
+  class_tokens = 'shijiniangniang'
+  num_repeats = 10

sample_prompts.txt

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+shijiniangniang, a girl

shijiniangniang-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2e210ac83b99b52a57ee1956d5572233201e384bb6be6aca997284437c6f20f2
+size 158614560

shijiniangniang-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1ec45dc7766a049eda9a3538162da6f9413ac51b73aaf1f929a0b5106dbe76de
+size 158614560

shijiniangniang-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1454467fd01158f6cef045ad511d8ce6bd2ea38ae0966778c08f31379e3f3219
+size 158614560

shijiniangniang-000016.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3a7f1aec94cadcfb4dd22a4adef7462e65bff3559671a08dc83574812f966742
+size 158614560

shijiniangniang.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3eba124f68d6938c7d78ef0255eca6783b2c5db6667f906944dd1b593196a77b
+size 158614560

train.sh

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+accelerate launch \
+  --mixed_precision bf16 \
+  --num_cpu_threads_per_process 1 \
+  sd-scripts/flux_train_network.py \
+  --pretrained_model_name_or_path "/root/fluxgym/models/unet/flux1-dev.sft" \
+  --clip_l "/root/fluxgym/models/clip/clip_l.safetensors" \
+  --t5xxl "/root/fluxgym/models/clip/t5xxl_fp16.safetensors" \
+  --ae "/root/fluxgym/models/vae/ae.safetensors" \
+  --cache_latents_to_disk \
+  --save_model_as safetensors \
+  --sdpa --persistent_data_loader_workers \
+  --max_data_loader_n_workers 2 \
+  --seed 42 \
+  --gradient_checkpointing \
+  --mixed_precision bf16 \
+  --save_precision bf16 \
+  --network_module networks.lora_flux \
+  --network_dim 16 \
+  --optimizer_type adamw8bit \
+  --learning_rate 8e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 20 \
+  --save_every_n_epochs 4 \
+  --dataset_config "/root/fluxgym/outputs/shijiniangniang/dataset.toml" \
+  --output_dir "/root/fluxgym/outputs/shijiniangniang" \
+  --output_name shijiniangniang \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \
+  --enable_bucket