Upload folder using huggingface_hub

README.md

@@ -0,0 +1,39 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/atlas_001200_00_20241030182134.png
+    text: atlas is hanging out on a yacht with girls
+-   output:
+        url: sample/atlas_001200_01_20241030182140.png
+    text: atlas is wielding a japanese samurai sword
+-   output:
+        url: sample/atlas_001200_02_20241030182146.png
+    text: atlas is riding a motorbike
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: atlas
+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
+---
+
+# atlas
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `atlas` 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.
+

atlas-000004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33c057cc2cf2d6044c864676f56bbc1b9ddd3ec3f1de32a279f9df9ff072301e
+size 39760352

atlas-000008.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc60c6d5118ab13f624ba95da1e026364938b525d53d1d635f06a90a8b33e6a3
+size 39760352

atlas-000012.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bb9ce2b8a10a8e5ca0660cb1bef4bd4e19886ffbb56d8a0ceffb609bc3fc2a2
+size 39760352

atlas.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80689afac566b47d43b2b38a21f05d50d87cc803bd5e4161afea7d76cfb73d74
+size 39760352

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:\pinokio\api\fluxgym.git\datasets\atlas'
+  class_tokens = 'atlas'
+  num_repeats = 10

sample_prompts.txt

@@ -0,0 +1,3 @@
+atlas is hanging out on a yacht with girls
+atlas is wielding a japanese samurai sword
+atlas is riding a motorbike

train.bat

@@ -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 "C:\pinokio\api\fluxgym.git\models\unet\flux1-dev.sft" ^
+  --clip_l "C:\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+  --t5xxl "C:\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "C:\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 adamw8bit ^--sample_prompts="C:\pinokio\api\fluxgym.git\outputs\atlas\sample_prompts.txt" --sample_every_n_steps="200" ^
+  --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 "C:\pinokio\api\fluxgym.git\outputs\atlas\dataset.toml" ^
+  --output_dir "C:\pinokio\api\fluxgym.git\outputs\atlas" ^
+  --output_name atlas ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^