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Detailed_Manga_Style.safetensors

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README.md

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+---
+tags:
+- diffusers
+- text-to-image
+- template:sd-lora
+- base_model:black-forest-labs/FLUX.1-dev
+- base_model:finetune:black-forest-labs/FLUX.1-dev
+- license:other
+- region:us
+- flux
+- lora
+widget:
+-   output:
+        url: samples/1740846851637__000002000_0.jpg
+    text: 'Dark X.M4ng4.S7y13. Alien closeup portrait, wrinkles, right side text:
+        "Omae Wa Mou Shindeiru", black background. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed and clear shadings
+        and gradients of gray, white and black.'
+-   output:
+        url: samples/1740846887264__000002000_1.jpg
+    text: X.M4ng4.S7y13. In the scene, a male and female character stand in a narrow
+        endless corridor filled with windows to a large aquarium. The male, with tousled
+        hair and wearing a casual short-sleeved shirt, leans slightly towards the
+        female, who has her hair tied back in a ponytail and wears a long skirt paired
+        with a backpack. The corridor is well-defined by its tiled flooring and industrial
+        pipes overhead, leading to distant windows that frame nature-themed illustrations.
+        Incredibly detailed and quite realistic black-and-white manga-style illustration
+        with detailed and clear shadings and gradients of gray, white and black
+-   output:
+        url: samples/1740846922920__000002000_2.jpg
+    text: X.M4ng4.S7y13. In the center of the image stands a traditional japanese
+        torii gate, framing a serene path that leads to a shrine. The path is paved
+        with stones, guiding the viewer toward a structured building with a gracefully
+        sloping roof. Surrounding the shrine are trees, their foliage subtly suggested,
+        enhancing the tranquil atmosphere. To the left and right, additional buildings
+        with simple designs flank the scene, creating a harmonious balance. The setting
+        evokes a sense of peace and cultural significance, inviting contemplation
+        of its historical and spiritual essence. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed and clear shadings
+        and gradients of gray, white and black.
+-   output:
+        url: samples/1740846958632__000002000_3.jpg
+    text: Dark X.M4ng4.S7y13. A hooded figure draped in a flowing, tattered cloak
+        stands. The face of the figure is obscured by shadows, adding an air of mystery.
+        Arms is extended outward, displaying a menacing hands adorned with spikes
+        and eyes. The atmosphere is charged, with wisps of ethereal light emanating
+        from the figure. In the background, faint outlines of ominous shapes suggest
+        a dark environment, enhancing the figure's imposing presence. From the figure's
+        index fingers emanate glowing wisps of magic that resemble smoke. Incredibly
+        detailed and quite realistic black-and-white manga-style illustration with
+        detailed and clear shadings and gradients of gray, white and black.
+-   output:
+        url: samples/1740846994262__000002000_4.jpg
+    text: Dark X.M4ng4.S7y13. Donald Trump portrait. Incredibly detailed and quite
+        realistic black-and-white manga-style illustration with detailed and clear
+        shadings and gradients of gray, white and black.
+-   output:
+        url: samples/1740847029958__000002000_5.jpg
+    text: X.M4ng4.S7y13. Donald Trump portrait. Realistic.
+base_model: black-forest-labs/FLUX.1-dev
+trigger: "X.M4ng4.S7y13"
+instance_prompt: "X.M4ng4.S7y13"
+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
+---
+# Detailed_Manga_Style
+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 `001`.
+<Gallery />
+## Trigger words
+You should use `X.M4ng4.S7y13` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/001_Detailed_Manga_Style/tree/main) them in the Files & versions tab.
+
+## License
+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).
+

config.yaml

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+config:
+  name: Detailed_Manga_Style
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/flux-dev/Detailed_Manga_Style/dataset
+      resolution:
+      - 1024
+      - 1280
+      shuffle_tokens: false
+      token_dropout_rate: 0.01
+    device: cuda:0
+    model:
+      is_flux: true
+      name_or_path: black-forest-labs/FLUX.1-dev
+      quantize: true
+      text_encoder_bits: 8
+    network:
+      linear: 64
+      linear_alpha: 64
+      transformer_only: true
+      type: lora
+    performance_log_every: 500
+    sample:
+      guidance_scale: 3.5
+      height: 1280
+      neg: ''
+      prompts:
+      - 'Dark X.M4ng4.S7y13. Alien closeup portrait, wrinkles, right side text: "Omae
+        Wa Mou Shindeiru", black background. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed and clear shadings
+        and gradients of gray, white and black.'
+      - X.M4ng4.S7y13. In the scene, a male and female character stand in a narrow
+        endless corridor filled with windows to a large aquarium. The male, with tousled
+        hair and wearing a casual short-sleeved shirt, leans slightly towards the
+        female, who has her hair tied back in a ponytail and wears a long skirt paired
+        with a backpack. The corridor is well-defined by its tiled flooring and industrial
+        pipes overhead, leading to distant windows that frame nature-themed illustrations.
+        Incredibly detailed and quite realistic black-and-white manga-style illustration
+        with detailed and clear shadings and gradients of gray, white and black
+      - X.M4ng4.S7y13. In the center of the image stands a traditional japanese torii
+        gate, framing a serene path that leads to a shrine. The path is paved with
+        stones, guiding the viewer toward a structured building with a gracefully
+        sloping roof. Surrounding the shrine are trees, their foliage subtly suggested,
+        enhancing the tranquil atmosphere. To the left and right, additional buildings
+        with simple designs flank the scene, creating a harmonious balance. The setting
+        evokes a sense of peace and cultural significance, inviting contemplation
+        of its historical and spiritual essence. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed and clear shadings
+        and gradients of gray, white and black.
+      - Dark X.M4ng4.S7y13. A hooded figure draped in a flowing, tattered cloak stands.
+        The face of the figure is obscured by shadows, adding an air of mystery. Arms
+        is extended outward, displaying a menacing hands adorned with spikes and eyes.
+        The atmosphere is charged, with wisps of ethereal light emanating from the
+        figure. In the background, faint outlines of ominous shapes suggest a dark
+        environment, enhancing the figure's imposing presence. From the figure's index
+        fingers emanate glowing wisps of magic that resemble smoke. Incredibly detailed
+        and quite realistic black-and-white manga-style illustration with detailed
+        and clear shadings and gradients of gray, white and black.
+      - Dark X.M4ng4.S7y13. Donald Trump portrait. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed and clear shadings
+        and gradients of gray, white and black.
+      - X.M4ng4.S7y13. Donald Trump portrait. Realistic.
+      sample_every: 500
+      sample_steps: 25
+      sampler: flowmatch
+      seed: 420
+      walk_seed: true
+      width: 1280
+    save:
+      dtype: float16
+      max_step_saves_to_keep: 1
+      save_every: 500
+      save_format: diffusers
+    train:
+      batch_size: 1
+      dtype: bf16
+      ema_config:
+        ema_decay: 0.99
+        use_ema: true
+      gradient_accumulation_steps: 1
+      gradient_checkpointing: true
+      linear_timesteps: true
+      loss_type: mse
+      lr: 0.0003
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      reg_weight: 1
+      steps: 2000
+      target_noise_multiplier: 1
+      train_text_encoder: false
+      train_unet: true
+    training_folder: /root/lorahub/flux-dev
+    trigger_word: X.M4ng4.S7y13
+    type: loradex_trainer
+job: extension
+meta:
+  description: ''