Upload folder using huggingface_hub

README.md

@@ -0,0 +1,33 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/bodypaint-lora_001225_00_20241105162125.png
+    text: Portrait of a beautiful woman in the style of bodypaint_lora
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: bodypaint_lora
+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
+---
+
+# bodypaint_lora
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `bodypaint_lora` 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.
+

bodypaint-lora-000001.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:296469cc706ce9980effb2a3cb6f77df09a5e57c6fe0ae6e5504963816db7e5b
+size 39757184

bodypaint-lora-000002.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3d968e4963a670502ae1617c4ced4e39720147d8a08e5f86e39ff2fd9b8c2a8
+size 39757184

bodypaint-lora-000003.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8f652dbd2bc02bbc97b7397d4525d6350da516a1bc31b059cc2664e96e9524a
+size 39757176

bodypaint-lora-000004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:556292555afeb2f4b2f02837946fad2d725aaa1563df0d3079ac80decbd96206
+size 39757176

bodypaint-lora.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3840984054e83d9ede5ae7591c989d2e0465d9ea05c766e2ba09d582bdb9c481
+size 39757184

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/bodypaint-lora'
+  class_tokens = 'bodypaint_lora'
+  num_repeats = 5

sample_prompts.txt

@@ -0,0 +1 @@
+Portrait of a beautiful woman in the style of bodypaint_lora

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 \--sample_prompts="/app/fluxgym/outputs/bodypaint-lora/sample_prompts.txt" --sample_every_n_steps="245" \
+  --learning_rate 8e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 5 \
+  --save_every_n_epochs 1 \
+  --dataset_config "/app/fluxgym/outputs/bodypaint-lora/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/bodypaint-lora" \
+  --output_name bodypaint-lora \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \