Upload folder using huggingface_hub

README.md

@@ -0,0 +1,34 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/spanish-elf-on-the-shelf-by-cosmic_001300_00_20241214003948.png
+    text: Spanish, tan skin, black hair [elf on the shelf doll with ((tan skin and
+        dark hair:1.3))] standing beside [elf on a shelf doll] reading a book, full-body
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Spanish, tan skin, black hair
+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
+---
+
+# Spanish Elf on the Shelf by Cosmic
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `Spanish, tan skin, black hair` 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 = 'C:\Users\richk\pinokio\api\fluxgym.git\datasets\spanish-elf-on-the-shelf-by-cosmic'
+  class_tokens = 'Spanish, tan skin, black hair'
+  num_repeats = 10

sample_prompts.txt

@@ -0,0 +1 @@
+Spanish, tan skin, black hair [elf on the shelf doll with ((tan skin and dark hair:1.3))] standing beside [elf on a shelf doll] reading a book, full-body

spanish-elf-on-the-shelf-by-cosmic-000004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:884fe56c596f0caec7d7f3abb6041b3f6c1116797f7560421d9cdd260f41b976
+size 18222772

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 "C:\Users\richk\pinokio\api\fluxgym.git\models\unet\flux1-dev.sft" ^
+  --clip_l "C:\Users\richk\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+  --t5xxl "C:\Users\richk\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "C:\Users\richk\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="C:\Users\richk\pinokio\api\fluxgym.git\outputs\spanish-elf-on-the-shelf-by-cosmic\sample_prompts.txt" --sample_every_n_steps="100" ^
+  --learning_rate 8e-4 ^
+  --cache_text_encoder_outputs ^
+  --cache_text_encoder_outputs_to_disk ^
+  --fp8_base ^
+  --highvram ^
+  --max_train_epochs 15 ^
+  --save_every_n_epochs 4 ^
+  --dataset_config "C:\Users\richk\pinokio\api\fluxgym.git\outputs\spanish-elf-on-the-shelf-by-cosmic\dataset.toml" ^
+  --output_dir "C:\Users\richk\pinokio\api\fluxgym.git\outputs\spanish-elf-on-the-shelf-by-cosmic" ^
+  --output_name spanish-elf-on-the-shelf-by-cosmic ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^