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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/mtdp-balloon-character_000800_00_20241015003502.png
+    text: "FLOAT a giant Pikachu balloon soaring through the city streets, its bright\
+        \ yellow color and cheerful expression captivating the crowd. Accompanied\
+        \ by Eevee in a Pok\xE9 Ball-themed sleigh."
+-   output:
+        url: sample/mtdp-balloon-character_000800_01_20241015003715.png
+    text: FLOAT a large inflatable balloon in the shape of a cartoon character, The
+        mischievous Homer Simpson, with his signature beer belly, floats through the
+        skyscrapers holding a beer. This vibrant  balloon captures the classic iconic
+        Homer Simpson, flying in the air.
+-   output:
+        url: sample/mtdp-balloon-character_000800_02_20241015003928.png
+    text: FLOAT Spider-Man swinging high above the City, his classic red and blue
+        suit glistening in the sunlight. The balloon captures the essence of the web-slinger,
+        with dynamic poses
+-   output:
+        url: sample/mtdp-balloon-character_000800_03_20241015004141.png
+    text: FLOAT an enormous dragon balloon with vibrant scales in shades of red and
+        orange, its fierce eyes and wide grin creating an aura of excitement as it
+        glides above the parade route. The dragon's majestic presence adds a sense
+        of adventure to the festivities.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: FLOAT
+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
+---
+
+# MTDP balloon character
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `FLOAT` 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 = 'E:\AIOne\pinokio\api\fluxgym.git\datasets\mtdp-balloon-character'
+  class_tokens = 'FLOAT'
+  num_repeats = 10

mtdp-balloon-character-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d9b9785ec586c603b5770d71991a11dabb4fe247da63e24c848f18d60ef369a3
+size 18211956

mtdp-balloon-character-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6735c751fb3999f73116ab37306a1a816d0656b28306690b164858fe091fdbbb
+size 18211956

mtdp-balloon-character-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1274583a544f2e0fe3e834ab44a72ca4537084ff3418ab6c2ef228370f98a3bd
+size 18211956

mtdp-balloon-character.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e73f05165c9d5ac3ca5abf3022e239a08fa2a24666dc8805162b3fa8e6bcb102
+size 18211956

sample_prompts.txt

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+FLOAT a giant Pikachu balloon soaring through the city streets, its bright yellow color and cheerful expression captivating the crowd. Accompanied by Eevee in a Poké Ball-themed sleigh.
+FLOAT a large inflatable balloon in the shape of a cartoon character, The mischievous Homer Simpson, with his signature beer belly, floats through the skyscrapers holding a beer. This vibrant  balloon captures the classic iconic Homer Simpson, flying in the air.
+FLOAT Spider-Man swinging high above the City, his classic red and blue suit glistening in the sunlight. The balloon captures the essence of the web-slinger, with dynamic poses
+FLOAT an enormous dragon balloon with vibrant scales in shades of red and orange, its fierce eyes and wide grin creating an aura of excitement as it glides above the parade route. The dragon's majestic presence adds a sense of adventure to the festivities.

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 "E:\AIOne\pinokio\api\fluxgym.git\models\unet\bdsqlsz\flux1-dev2pro-single\flux1-dev2pro.safetensors" ^
+  --clip_l "E:\AIOne\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+  --t5xxl "E:\AIOne\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "E:\AIOne\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="E:\AIOne\pinokio\api\fluxgym.git\outputs\mtdp-balloon-character\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 16 ^
+  --save_every_n_epochs 4 ^
+  --dataset_config "E:\AIOne\pinokio\api\fluxgym.git\outputs\mtdp-balloon-character\dataset.toml" ^
+  --output_dir "E:\AIOne\pinokio\api\fluxgym.git\outputs\mtdp-balloon-character" ^
+  --output_name mtdp-balloon-character ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^