Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,39 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000300_00_20250215053402.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000300_01_20250215053408.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000300_02_20250215053413.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000600_00_20250215054914.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000600_01_20250215054919.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000600_02_20250215054925.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000900_00_20250215060425.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000900_01_20250215060431.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_000900_02_20250215060437.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001200_00_20250215061937.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001200_01_20250215061943.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001200_02_20250215061948.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001500_00_20250215063452.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001500_01_20250215063458.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001500_02_20250215063504.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001800_00_20250215065004.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001800_01_20250215065010.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_001800_02_20250215065016.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002100_00_20250215070517.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002100_01_20250215070522.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002100_02_20250215070528.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002400_00_20250215072029.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002400_01_20250215072035.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002400_02_20250215072040.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002700_00_20250215073541.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002700_01_20250215073547.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_002700_02_20250215073552.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003000_00_20250215075053.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003000_01_20250215075059.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003000_02_20250215075104.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003300_00_20250215080605.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003300_01_20250215080610.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003300_02_20250215080616.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003600_00_20250215082116.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003600_01_20250215082122.png filter=lfs diff=lfs merge=lfs -text
+sample/wojo_003600_02_20250215082128.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,39 @@
----
-license: mit
----
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/wojo_003600_00_20250215082116.png
+    text: wojo on the bike
+-   output:
+        url: sample/wojo_003600_01_20250215082122.png
+    text: wojo on the rocket
+-   output:
+        url: sample/wojo_003600_02_20250215082128.png
+    text: wojo as pirate
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: wojo
+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
+---
+
+# wojo
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `wojo` 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 = 1024
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/app/fluxgym/datasets/wojo'
+  class_tokens = 'wojo'
+  num_repeats = 10

sample_prompts.txt

@@ -0,0 +1,3 @@
+wojo on the bike
+wojo on the rocket
+wojo as pirate

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/wojo/sample_prompts.txt" --sample_every_n_steps="300" \
+  --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/wojo/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/wojo" \
+  --output_name wojo \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \

wojo-000004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33a738fe222de438655947229335dbc8c06d8c42a01ab1485ac4d8929584c760
+size 39763504

wojo-000008.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c71bff1f5fc00f2bbe1f45cac4ae4443a447e8bccf58dcc9731eaaf818e0bd00
+size 39763504

wojo-000012.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b884b9660a6ce4d810bc8e5bff41809630a87efbde78e5c894d2c9c7131ec7c
+size 39763504

wojo.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6ad54588041e18298de5db8c78dd49b7973b393fdaeba05f4852ba68aadb952
+size 39763504