Upload folder using huggingface_hub

README.md

@@ -0,0 +1,37 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/tomasbily_000675_00_20241020180402.png
+    text: tomasbily is standing in nature by the river wearing a nike t-shirt and
+        jeans.
+-   output:
+        url: sample/tomasbily_000675_01_20241020180415.png
+    text: tomasbily stands in nature by the river wearing shirts and a coat and jeans.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: tomasbily
+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
+---
+
+# TomasBily
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `tomasbily` 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 = '/app/fluxgym/datasets/tomasbily'
+  class_tokens = 'tomasbily'
+  num_repeats = 10

sample_prompts.txt

@@ -0,0 +1,3 @@
+tomasbily is standing in nature by the river wearing a nike t-shirt and jeans.
+
+tomasbily stands in nature by the river wearing shirts and a coat and jeans.

tomasbily-000001.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9aa32ee407ea84a42e26f309b894113bb2799852a53374fc221fa57a9d0b9b36
+size 317077864

tomasbily-000002.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:699e2b41a4d51b26fc0c6c7a1b5e32c867fd4b8f0726b94c9d8021be49412fc2
+size 317077864

tomasbily.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08369cb0b7b1168702d30e580789c05a3b34236a018e79647350aa347a85a726
+size 317077864

train.sh

@@ -0,0 +1,35 @@
+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 32 \
+  --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/tomasbily/sample_prompts.txt" --sample_every_n_steps="75" \
+  --learning_rate 8e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 3 \
+  --save_every_n_epochs 1 \
+  --dataset_config "/app/fluxgym/outputs/tomasbily/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/tomasbily" \
+  --output_name tomasbily \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \
+  --max_train_steps 1150