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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/1741289242085__000003000_0.jpg
+    text: Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed, thin and clear shadings
+        and gradients of gray, white and black, depicting Donald Trump portrait with
+        bottle of vodka in hand, and it was labeled 'vodka' on the bottle.
+-   output:
+        url: samples/1741289266591__000003000_1.jpg
+    text: Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed, thin and clear shadings
+        and gradients of gray, white and black, depicting three squatting brutal Slavic
+        gopniks appear in the foreground. All has a shaved heads. First wearing a
+        black tracksuit with white stripes and a gold chain. The second has sporting
+        a knock-off Adidas jacket with cigarette in mouth. The third wearing a gray
+        Adidas and flat English cap. All are squatting with heels flat on ground in
+        classic gopnik style. Russia. There are small wrinkles on their faces.
+-   output:
+        url: samples/1741289291076__000003000_2.jpg
+    text: Detailed X.M4ng4.S7y13. Incredibly detailed and quite realistic black-and-white
+        manga-style illustration with detailed, thin and clear shadings and gradients
+        of gray, white and black, depicting a waist-high closeup portrait view. An
+        elderly, slightly overweight American backwoods sheriff next to his police
+        car in an arid area. He has a short mustache. He wears a light-colored uniform
+        and a wide-brimmed hat and aviator sunglasses. His hands are on his belt.
+        Small clouds in the sky. Shadows.
+-   output:
+        url: samples/1741289315558__000003000_3.jpg
+    text: Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        manga-style illustration with detailed clear shadings, shadows and gradients
+        of gray, white and black, depicting a group of zombies with grotesque features,
+        displaying open mouths and teeth, evoking a sense of terror. The foreground
+        zombie has disheveled hair and sunken eyes, screaming as if in agony. Blood
+        and decay are apparent on their skin, emphasizing their undead state. In the
+        background, other zombies loom, equally menacing and lifeless, adding to the
+        chaotic atmosphere. The setting appears dilapidated, with broken structures
+        partially visible, hinting at a post-apocalyptic environment.
+-   output:
+        url: samples/1741289340061__000003000_4.jpg
+    text: Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        manga-style illustration with detailed clear shadings, shadows and gradients
+        of gray, white and black, depicting two cars engaged in a dynamic drift on
+        a winding road. The first car, sleek and sporty, is positioned in the foreground,
+        showcasing its aerodynamic design and aggressive stance. The second car trails
+        closely behind, its simpler design contrasting with the first, yet equally
+        committed to the race. Surrounding both vehicles, dust and debris are kicked
+        up, illustrating the high speeds and the thrill of the chase. The atmosphere
+        is charged with energy, evoking feelings of excitement and competition. You
+        can't see anything behind the tinted car windows. The image is framed by huge
+        white triangular symbols or hieroglyphics.
+-   output:
+        url: samples/1741289364572__000003000_5.jpg
+    text: Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        manga-style illustration with detailed clear shadings, shadows and gradients
+        of gray, white and black, depicting a beautiful sad woman with long, flowing
+        hair peeks out from under a hood adorned with intricate patterns. Her expression
+        conveys a mix of apology and warmth, characterized by slightly raised eyebrows
+        and a soft smile. The overall composition focuses on her face and upper body,
+        while the background is minimal, drawing attention to her expression and the
+        details of her hood. There is a speech bubble stating, "I'm sorry... It's
+        my fault."
+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-v2_1
+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-v2_1/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-v2_1
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/flux-dev/Detailed_Manga_Style-v2_1/dataset
+      resolution:
+      - 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: 1024
+      neg: ''
+      prompts:
+      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed, thin and clear shadings
+        and gradients of gray, white and black, depicting Donald Trump portrait with
+        bottle of vodka in hand, and it was labeled 'vodka' on the bottle.
+      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        black-and-white manga-style illustration with detailed, thin and clear shadings
+        and gradients of gray, white and black, depicting three squatting brutal Slavic
+        gopniks appear in the foreground. All has a shaved heads. First wearing a
+        black tracksuit with white stripes and a gold chain. The second has sporting
+        a knock-off Adidas jacket with cigarette in mouth. The third wearing a gray
+        Adidas and flat English cap. All are squatting with heels flat on ground in
+        classic gopnik style. Russia. There are small wrinkles on their faces.
+      - Detailed X.M4ng4.S7y13. Incredibly detailed and quite realistic black-and-white
+        manga-style illustration with detailed, thin and clear shadings and gradients
+        of gray, white and black, depicting a waist-high closeup portrait view. An
+        elderly, slightly overweight American backwoods sheriff next to his police
+        car in an arid area. He has a short mustache. He wears a light-colored uniform
+        and a wide-brimmed hat and aviator sunglasses. His hands are on his belt.
+        Small clouds in the sky. Shadows.
+      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        manga-style illustration with detailed clear shadings, shadows and gradients
+        of gray, white and black, depicting a group of zombies with grotesque features,
+        displaying open mouths and teeth, evoking a sense of terror. The foreground
+        zombie has disheveled hair and sunken eyes, screaming as if in agony. Blood
+        and decay are apparent on their skin, emphasizing their undead state. In the
+        background, other zombies loom, equally menacing and lifeless, adding to the
+        chaotic atmosphere. The setting appears dilapidated, with broken structures
+        partially visible, hinting at a post-apocalyptic environment.
+      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        manga-style illustration with detailed clear shadings, shadows and gradients
+        of gray, white and black, depicting two cars engaged in a dynamic drift on
+        a winding road. The first car, sleek and sporty, is positioned in the foreground,
+        showcasing its aerodynamic design and aggressive stance. The second car trails
+        closely behind, its simpler design contrasting with the first, yet equally
+        committed to the race. Surrounding both vehicles, dust and debris are kicked
+        up, illustrating the high speeds and the thrill of the chase. The atmosphere
+        is charged with energy, evoking feelings of excitement and competition. You
+        can't see anything behind the tinted car windows. The image is framed by huge
+        white triangular symbols or hieroglyphics.
+      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
+        manga-style illustration with detailed clear shadings, shadows and gradients
+        of gray, white and black, depicting a beautiful sad woman with long, flowing
+        hair peeks out from under a hood adorned with intricate patterns. Her expression
+        conveys a mix of apology and warmth, characterized by slightly raised eyebrows
+        and a soft smile. The overall composition focuses on her face and upper body,
+        while the background is minimal, drawing attention to her expression and the
+        details of her hood. There is a speech bubble stating, "I'm sorry... It's
+        my fault."
+      sample_every: 500
+      sample_steps: 25
+      sampler: flowmatch
+      seed: 2
+      walk_seed: true
+      width: 1024
+    save:
+      dtype: float16
+      max_step_saves_to_keep: 3
+      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: 3000
+      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: ~ dim+alpha=64 and 3k steps test ~