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 = '/app/fluxgym/datasets/fung1-m4st3rz'
+  class_tokens = 'fung1m4st3rz'
+  num_repeats = 10

fung1-m4st3rz-000004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2dd35fb265d206bc2adb01c6d41db137c305a3a103dc25c8eac8130b98c7fa8
+size 39761736

fung1-m4st3rz-000008.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44c7ac816c781313573463999e2739691fc1074cccd32d3d0e0ecfb7c2fc41fe
+size 39761736

fung1-m4st3rz-000012.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c399313464dca6f1ea49af5caba70ddc1c7c09586da1b58cf6777f07affb04b5
+size 39761736

fung1-m4st3rz.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d74928133ee5ab21c88cfc096d250153e7ee2a812b902e75c36fdcc65207d001
+size 39761736

sample_prompts.txt

@@ -0,0 +1 @@
+fung1m4st3rz, psychedelic characters in a surreal forest of glowing mushrooms, vibrant colors, and intricate details.

train.sh

@@ -0,0 +1,34 @@
+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 4 \
+  --optimizer_type adamw8bit \
+  --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/fung1-m4st3rz/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/fung1-m4st3rz" \
+  --output_name fung1-m4st3rz \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \