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README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/st3v3-man_002254_00_20241010030349.png
+    text: St3v3 man in a suit
+-   output:
+        url: sample/st3v3-man_002254_01_20241010030433.png
+    text: St3v3 man close up swinging on the golf course
+-   output:
+        url: sample/st3v3-man_002254_02_20241010030529.png
+    text: St3v3 man in the gym
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: St3v3 man
+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
+---
+
+# St3v3 man
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `St3v3 man` 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

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+[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\sterl\pinokio\api\fluxgym.git\datasets\st3v3-man'
+  class_tokens = 'St3v3 man'
+  num_repeats = 10

sample_prompts.txt

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+St3v3 man in a suit
+St3v3 man close up swinging on the golf course
+St3v3 man in the gym

st3v3-man-000004.safetensors

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+oid sha256:de438403982bd43bd477e59b593959dca8cf93fa2c9792585ad94c0a6c039637
+size 39763864

st3v3-man-000008.safetensors

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+oid sha256:59b4e0c1094fae12ebcb982ab1eb54cd8f383552532713cc441c7329a4416ed5
+size 39763864

st3v3-man-000012.safetensors

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+oid sha256:bc3360ccc6107f060488f8acb320dc8517e7d23c21186d7ec5f85919f7cbe392
+size 39763872

st3v3-man.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5ffe8fa3a01ccda88012f6617108642672bdd6e032df83316477aac29692fc74
+size 39763872

train.bat

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+accelerate launch ^
+  --mixed_precision bf16 ^
+  --num_cpu_threads_per_process 1 ^
+  sd-scripts/flux_train_network.py ^
+  --pretrained_model_name_or_path "C:\Users\sterl\pinokio\api\fluxgym.git\models\unet\flux1-dev.sft" ^
+  --clip_l "C:\Users\sterl\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+  --t5xxl "C:\Users\sterl\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "C:\Users\sterl\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" ^
+  --lr_scheduler constant_with_warmup ^
+  --max_grad_norm 0.0 ^--sample_prompts="C:\Users\sterl\pinokio\api\fluxgym.git\outputs\st3v3-man\sample_prompts.txt" --sample_every_n_steps="161" ^
+  --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:\Users\sterl\pinokio\api\fluxgym.git\outputs\st3v3-man\dataset.toml" ^
+  --output_dir "C:\Users\sterl\pinokio\api\fluxgym.git\outputs\st3v3-man" ^
+  --output_name st3v3-man ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^