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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/m1nd3xpand3r-c0sm0_008000_00_20240929072929.png
+ text: A full-body view of c0sm1c3xp in a highly detailed, futuristic astronaut
+ suit, exploring a vibrant, alien landscape filled with neon flora and unusual
+ creatures, under a sky with multiple moons and swirling auroras.
+- output:
+ url: sample/m1nd3xpand3r-c0sm0_008000_01_20240929072939.png
+ text: c0sm1c3xp floating weightlessly in space, surrounded by psychedelic planets
+ with swirling patterns, colorful nebulae glowing in the background, and shooting
+ stars passing by, creating a surreal, cosmic atmosphere.
+- output:
+ url: sample/m1nd3xpand3r-c0sm0_008000_02_20240929072948.png
+ text: A close-up, hyper-detailed portrait of c0sm1c3xp, the cosmic explorer, wearing
+ a high-tech helmet with holographic displays, a starry universe reflected
+ in the visor, and an ethereal glow surrounding their silhouette.
+- output:
+ url: sample/m1nd3xpand3r-c0sm0_008000_03_20240929072958.png
+ text: c0sm1c3xp standing heroically on a mystical planet, bathed in soft light
+ from multiple galaxies spiraling in the sky above, with glowing energy fields
+ and celestial symbols swirling around, evoking a sense of otherworldly power
+ and mystery.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: c0sm1c3xp
+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
+---
+
+# m1nd3xpand3r-C0SM0
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `c0sm1c3xp` 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 = '/app/fluxgym/datasets/m1nd3xpand3r-c0sm0'
+ class_tokens = 'c0sm1c3xp'
+ num_repeats = 10

m1nd3xpand3r-c0sm0-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:81bf2944b6764474451644a8e8ac853c7148e57d716e6f625b45e40f274618fc
+size 39768320

m1nd3xpand3r-c0sm0-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:351ef951cc52c35fcb27671e892f740155b77caee85be34ad35516dccd12a5f5
+size 39768320

m1nd3xpand3r-c0sm0-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9e73b08abe27898e517b47afd5c9ef5aa233f026284fd311ddded4dfa2f3bd3e
+size 39768320

m1nd3xpand3r-c0sm0.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ce7d1cfc1392ea6cd889b2f9db9a3b111fcd6f84495bc383cc591fe4aa9345c0
+size 39768320

sample_prompts.txt

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+A full-body view of c0sm1c3xp in a highly detailed, futuristic astronaut suit, exploring a vibrant, alien landscape filled with neon flora and unusual creatures, under a sky with multiple moons and swirling auroras.
+
+c0sm1c3xp floating weightlessly in space, surrounded by psychedelic planets with swirling patterns, colorful nebulae glowing in the background, and shooting stars passing by, creating a surreal, cosmic atmosphere.
+
+A close-up, hyper-detailed portrait of c0sm1c3xp, the cosmic explorer, wearing a high-tech helmet with holographic displays, a starry universe reflected in the visor, and an ethereal glow surrounding their silhouette.
+
+c0sm1c3xp standing heroically on a mystical planet, bathed in soft light from multiple galaxies spiraling in the sky above, with glowing energy fields and celestial symbols swirling around, evoking a sense of otherworldly power and mystery.

train.sh

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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 "/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/m1nd3xpand3r-c0sm0/sample_prompts.txt" --sample_every_n_steps="1000" \
+ --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/m1nd3xpand3r-c0sm0/dataset.toml" \
+ --output_dir "/app/fluxgym/outputs/m1nd3xpand3r-c0sm0" \
+ --output_name m1nd3xpand3r-c0sm0 \
+ --timestep_sampling shift \
+ --discrete_flow_shift 3.1582 \
+ --model_prediction_type raw \
+ --guidance_scale 1 \
+ --loss_type l2 \