Upload folder using huggingface_hub

dataset.toml

@@ -0,0 +1,14 @@
+[general]
+shuffle_caption = false
+caption_extension = '.txt'
+keep_tokens = 1
+
+[[datasets]]
+resolution = 512
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/home/mango/Trainers/loras/fluxgym/datasets/rae-taylor'
+  class_tokens = 'RA3'
+  num_repeats = 10

rae-taylor-000004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2933730656cca150f70ee7da87d84dfe6f85dd1d4c66d407091814b528cdc0bc
+size 18211324

rae-taylor-000008.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5e7729cf1ec603b1d3824671de069fa1d1bf3773362f80c21f832d0cc6ff8ba
+size 18211324

rae-taylor-000012.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2025b85634c71fd6c193767ebc3973240dbaad4b43ad0ee1f18ca3b9f36a930e
+size 18211324

sample_prompts.txt

@@ -0,0 +1 @@
+RA3

train.sh

@@ -0,0 +1,39 @@
+accelerate launch \
+  --mixed_precision bf16 \
+  --num_cpu_threads_per_process 1 \
+  sd-scripts/flux_train_network.py \
+  --pretrained_model_name_or_path "/home/mango/Trainers/loras/fluxgym/models/unet/flux1-dev.sft" \
+  --clip_l "/home/mango/Trainers/loras/fluxgym/models/clip/clip_l.safetensors" \
+  --t5xxl "/home/mango/Trainers/loras/fluxgym/models/clip/t5xxl_fp16.safetensors" \
+  --ae "/home/mango/Trainers/loras/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 4 \
+  --optimizer_type adafactor \
+  --optimizer_args "relative_step=False" "scale_parameter=False" "warmup_init=False" \
+  --split_mode \
+  --network_args "train_blocks=single" \
+  --lr_scheduler constant_with_warmup \
+  --max_grad_norm 0.0 \
+  --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 "/home/mango/Trainers/loras/fluxgym/outputs/rae-taylor/dataset.toml" \
+  --output_dir "/home/mango/Trainers/loras/fluxgym/outputs/rae-taylor" \
+  --output_name rae-taylor \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \