Upload folder using huggingface_hub

README.md

@@ -0,0 +1,40 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/giulia-penna-flux_003000_00_20241125023701.png
+    text: photo portrait of a woman in light, dark background,  makeup, purple hair,
+        smiling
+-   output:
+        url: sample/giulia-penna-flux_003000_01_20241125023801.png
+    text: photo of woman in red dress, cleavage
+-   output:
+        url: sample/giulia-penna-flux_003000_02_20241125023902.png
+    text: photo of woman standing outdoor in forest
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: woman
+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
+---
+
+# Giulia Penna Flux
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `woman` 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

@@ -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 = 'X:\Pinokio\api\fluxgym.git\datasets\giulia-penna-flux'
+  class_tokens = 'woman'
+  num_repeats = 12

giulia-penna-flux-000004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b151ee9d3d163e003710907ca8fc2e24890b2b2898bb82a3eb59584ee72e734
+size 18218604

giulia-penna-flux-000008.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4764858c98c9dda93e68dd553b5b77980c9633fb8b75d78ca7383ea12e03ed7f
+size 18218604

giulia-penna-flux.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3200fb5700122d21709c7fa829ad94d8db65705b5dec69000a7bf0510a4c7eec
+size 18218604

sample_prompts.txt

@@ -0,0 +1,3 @@
+photo portrait of a woman in light, dark background,  makeup, purple hair, smiling
+photo of woman in red dress, cleavage
+photo of woman standing outdoor in forest

train.bat

@@ -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 "X:\Pinokio\api\fluxgym.git\models\unet\bdsqlsz\flux1-dev2pro-single\flux1-dev2pro.safetensors" ^
+  --clip_l "X:\Pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+  --t5xxl "X:\Pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "X:\Pinokio\api\fluxgym.git\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 ^--sample_prompts="X:\Pinokio\api\fluxgym.git\outputs\giulia-penna-flux\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 10 ^
+  --save_every_n_epochs 4 ^
+  --dataset_config "X:\Pinokio\api\fluxgym.git\outputs\giulia-penna-flux\dataset.toml" ^
+  --output_dir "X:\Pinokio\api\fluxgym.git\outputs\giulia-penna-flux" ^
+  --output_name giulia-penna-flux ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^