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  1. README.md +49 -0
  2. config.yaml +78 -0
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README.md ADDED
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+ ---
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+ tags:
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+ - text-to-image
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+ - fluxlora
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+ - diffusers
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+ - template:sd-lora
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+ widget:
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+ - output:
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+ url: samples/1728560344025__000003000_0.jpg
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+ text: Pilot flying a hot air balloon shaped like a teapot, pouring rain on dry
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+ lands below [trigger]
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+ - output:
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+ url: samples/1728560368882__000003000_1.jpg
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+ text: A gigantic clockwork heart powering a mechanical forest, with gears and
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+ springs as leaves and branches [trigger]
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+ - output:
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+ url: samples/1728560393749__000003000_2.jpg
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+ text: Scientist with wild hair examining a glowing crystal, bioluminescent plants
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+ in the laboratory [trigger]
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+ - output:
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+ url: samples/1728560418604__000003000_3.jpg
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+ text: A time-traveling DeLorean car emerging from a swirling portal in the middle
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+ of a medieval village [trigger]
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+ - output:
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+ url: samples/1728560443459__000003000_4.jpg
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+ text: A group of friendly aliens having a picnic on the moon, Earth visible in
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+ the background [trigger]
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+ - output:
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+ url: samples/1728560468312__000003000_5.jpg
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+ text: A Victorian-era robot having a tea party with stuffed animals in a sunlit
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+ garden [trigger]
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+ base_model: black-forest-labs/FLUX.1-dev
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+ trigger: in the style of dstyl3xl
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+ license: other
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+ license_name: flux-1-dev-non-commercial-license
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+ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
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+ ---
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+ # dstyl3xl
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+ Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit) under the [Glif Loradex program](https://huggingface.co/glif-loradex-trainer) by [Glif](https://glif.app) user `ddickinson`.
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+ <Gallery />
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+ ## Trigger words
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+ You should use `in the style of dstyl3xl` to trigger the image generation.
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+ ## Download model
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+ Weights for this model are available in Safetensors format.
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+ [Download](/glif-loradex-trainer/ddickinson_dstyl3xl/tree/main) them in the Files & versions tab.
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+
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+ ## License
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+ This model is licensed under the [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
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+
config.yaml ADDED
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+ config:
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+ name: dstyl3xl
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+ process:
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+ - datasets:
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+ - cache_latents_to_disk: true
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+ caption_dropout_rate: 0.2
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+ caption_ext: txt
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+ folder_path: /root/lorahub/dstyl3xl/dataset
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+ resolution:
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+ - 512
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+ - 768
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+ - 1024
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+ shuffle_tokens: false
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+ token_dropout_rate: 0.01
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+ device: cuda:0
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+ model:
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+ is_flux: true
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+ name_or_path: black-forest-labs/FLUX.1-dev
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+ quantize: true
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+ text_encoder_bits: 8
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+ network:
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+ linear: 42
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+ linear_alpha: 42
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+ transformer_only: true
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+ type: lora
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+ performance_log_every: 500
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+ sample:
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+ height: 1024
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+ neg: ''
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+ prompts:
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+ - Pilot flying a hot air balloon shaped like a teapot, pouring rain on dry lands
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+ below [trigger]
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+ - A gigantic clockwork heart powering a mechanical forest, with gears and springs
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+ as leaves and branches [trigger]
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+ - Scientist with wild hair examining a glowing crystal, bioluminescent plants
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+ in the laboratory [trigger]
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+ - A time-traveling DeLorean car emerging from a swirling portal in the middle
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+ of a medieval village [trigger]
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+ - A group of friendly aliens having a picnic on the moon, Earth visible in the
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+ background [trigger]
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+ - A Victorian-era robot having a tea party with stuffed animals in a sunlit
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+ garden [trigger]
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+ sample_every: 500
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+ sample_steps: 25
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+ sampler: flowmatch
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+ seed: 42
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+ walk_seed: true
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+ width: 1024
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+ save:
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+ dtype: float16
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+ max_step_saves_to_keep: 3
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+ save_every: 500
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+ save_format: diffusers
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+ train:
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+ batch_size: 1
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+ dtype: bf16
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+ ema_config:
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+ ema_decay: 0.99
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+ use_ema: true
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+ gradient_accumulation_steps: 1
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+ gradient_checkpointing: true
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+ linear_timesteps: true
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+ loss_type: mse
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+ lr: 0.0002
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+ noise_scheduler: flowmatch
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+ optimizer: adamw8bit
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+ reg_weight: 1.0
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+ steps: 3000
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+ target_noise_multiplier: 1.0
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+ train_text_encoder: false
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+ train_unet: true
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+ training_folder: /root/lorahub
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+ trigger_word: in the style of dstyl3xl
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+ type: sd_trainer
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+ job: extension
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+ meta:
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+ description: Trained on a set of MidJourney v6 images made using a fixed blend
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+ of srefs and image prompts, going for a vivid 70's illustration style
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