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README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+- output:
+ url: sample/trial_005000_00_20241008060535.png
+ text: T7I5A0 man with long green hair
+- output:
+ url: sample/trial_005000_01_20241008060535.png
+ text: T7I5A0 two men kissing
+- output:
+ url: sample/trial_005000_02_20241008060541.png
+ text: T7I5A0 women with blue eyes crying wearing a dress
+- output:
+ url: sample/trial_005000_03_20241008060541.png
+ text: T7I5A0 man is shirtless and hairy
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: T7I5A0
+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
+---
+
+# trial
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `T7I5A0` 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 = 512
+batch_size = 1
+keep_tokens = 1
+
+ [[datasets.subsets]]
+ image_dir = '/app/fluxgym/datasets/trial'
+ class_tokens = 'T7I5A0'
+ num_repeats = 25

sample_prompts.txt

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+T7I5A0 man with long green hair
+
+T7I5A0 two men kissing
+
+T7I5A0 women with blue eyes crying wearing a dress
+
+T7I5A0 man is shirtless and hairy

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 "/app/fluxgym/models/unet/flux1-dev.sft" \
+ --clip_l "/app/fluxgym/models/clip/clip_l.safetensors" \
+ --t5xxl "/app/fluxgym/models/clip/t5xxl_fp16.safetensors" \
+ --ae "/app/fluxgym/models/vae/ae.sft" \
+ --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 8 \
+ --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/trial/sample_prompts.txt" --sample_every_n_steps="500" \
+ --learning_rate 8e-4 \
+ --cache_text_encoder_outputs \
+ --cache_text_encoder_outputs_to_disk \
+ --fp8_base \
+ --highvram \
+ --max_train_epochs 16 \
+ --save_every_n_epochs 4 \
+ --dataset_config "/app/fluxgym/outputs/trial/dataset.toml" \
+ --output_dir "/app/fluxgym/outputs/trial" \
+ --output_name trial \
+ --timestep_sampling shift \
+ --discrete_flow_shift 3.1582 \
+ --model_prediction_type raw \
+ --guidance_scale 1 \
+ --loss_type l2 \
+ --xformers

trial-000004.safetensors

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+oid sha256:0861df8c43e2af66f251b9a7bf233ccd9211e3bf056e0c149da31024956d88ce
+size 79386504

trial-000008.safetensors

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+oid sha256:39d007a52344f5f83ea985bb4be0f44e05c60782a05d5e6a795ac9c0aefe4be9
+size 79386512

trial-000012.safetensors

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+oid sha256:835e76e17f6b4581b2288709f6f98abfb217c9405a454f2c244637088060ea75
+size 79386512

trial.safetensors

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+size 79386512