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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: mako
+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
+---
+
+# makoshake
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `mako` 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 = 1024
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/app/fluxgym/datasets/makoshake'
+  class_tokens = 'mako'
+  num_repeats = 5

makoshake-000002.safetensors

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+size 158616392

makoshake-000004.safetensors

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+oid sha256:4277409d8b4a5bb9cdb3019d3b8c725175c8331106e8e88b2d51a6236d3cf2ef
+size 158616392

makoshake-000006.safetensors

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makoshake-000008.safetensors

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+size 158616392

makoshake.safetensors

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+oid sha256:8242955710f7631e09238b0c7528c586a72e452b4b8af06a5a979caf51b2aa16
+size 158616392

sample_prompts.txt

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+mako

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 16 \
+  --optimizer_type adamw8bit \
+  --learning_rate 5e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 10 \
+  --save_every_n_epochs 2 \
+  --dataset_config "/app/fluxgym/outputs/makoshake/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/makoshake" \
+  --output_name makoshake \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \
+  --enable_bucket \
+  --min_snr_gamma 5 \
+  --multires_noise_discount 0.3 \
+  --multires_noise_iterations 6 \
+  --noise_offset 0.1 \
+  --train_batch_size 4