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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/1729724823404__000003000_0.jpg
+    text: Character clad in full-body armor standing against a muted grey background.
+        The armor is ornately detailed and constructed with multiple plates covering
+        different areas of the body, suggesting a combination of practicality and
+        decoration. The shoulders are covered with rounded, embossed pauldrons. Centrally
+        placed on the chest of the armor is a prominent cross design, accentuated
+        by symmetrical circular motifs on either side. The figure holds a sword in
+        their right hand, the blade extending outward and slung slightly back over
+        the shoulder. In the left hand, a large shield is gripped, intricately patterned
+        with crisscrossing designs and featuring a central emblem and borders that
+        give an impression of age and craftsmanship. The shield also has a golden
+        cross adorning its middle, creating symmetry with the cross on the armor.
+        A tunic or surcoat is visible beneath the main armor, with vertical striped
+        patterns cascading downwards, and the lower ends appear fringed or damaged,
+        suggesting wear or previous battle. A cape or cloak of dark fabric with tattered
+        edging drapes down from the back of the armor. The figure's helm is a full
+        headpiece with a visor that covers the face entirely, presenting a featureless
+        and imposing appearance. The helmet design includes layered metal plates and
+        intricate texturing that continues the aesthetic established by the rest of
+        the armor. The pose and regalia of the character communicate readiness and
+        resilience, indicative of a seasoned warrior or knight. Horror character concept
+        art, digital painting
+-   output:
+        url: samples/1729724851851__000003000_1.jpg
+    text: The image depicts a head and upper torso of a figure wearing an old, battle-worn
+        military helmet with noticeable rust and chipping, revealing the dark base
+        material beneath the green paint. The helmet has a distinctive shape, including
+        a flared-out brim and a protrusion at the back, suggesting it is designed
+        to offer protection to the wearer's head. There is a visible red insignia
+        on the side of the helmet, incorporating characters that appear to be of Asian
+        origin. The figure's face is not that of a human; instead, it consists of
+        flesh, mechanical parts, plates, and wires that are assembled in a way to
+        suggest the components of a face, including the hollows of the eyes, the bridge
+        of a nose, and a mouth. Tubing connects the head's mechanical components to
+        the torso area, which also shows mechanical complexity and robust construction.
+        There's a jointed arm visible, its appendage appearing sturdy and functional,
+        connected at the shoulder area with bolts and mechanical joints. The image
+        is rendered with a relatively realistic approach in terms of color and shadow,
+        giving the entire scene a grim, war-like atmosphere. Horror character concept
+        art, digital painting
+-   output:
+        url: samples/1729724880804__000003000_2.jpg
+    text: The image captures a close-up of a faceless figure with a distinctive head
+        shape that extends backward and lacks discernible facial features typically
+        associated with humans, such as eyes or a mouth. Instead, where one would
+        expect a face, there is an opening that is enveloped by numerous elongated,
+        tentacle-like appendages. The tentacles vary in length and appear to originate
+        from within this opening, adding a sense of movement and depth. The skin of
+        the figure is smooth and shows mottled patterns and various small spots or
+        imperfections, which contribute to a somewhat organic look. There's a muscular
+        structure to the figure's chest and shoulder areas, indicating physical power.
+        The shoulders are broad and slightly hunched, enhancing the imposing presence
+        of the figure. The lighting accentuates the contours and highlights the textures
+        of the figure's surface, casting much of the surrounding area into shadow
+        and focusing attention on the figure itself. There are reflective elements,
+        such as what appears to be a collar or piece of armor around the neck, with
+        streaks of light running along its edge, providing a contrast to the matte
+        finish of the skin. The overall atmosphere is brooding, with a somber palette
+        dominated by dark tones and sparse lighting. Armor. Horror character concept
+        art, digital painting
+-   output:
+        url: samples/1729724909338__000003000_3.jpg
+    text: The fantasy ork has a green skin tone and sports a malevolent, sneering
+        expression, with its mouth agape, revealing a row of jagged, sharp teeth,
+        some of which appear uneven and broken. Its eyes are narrow and fierce, with
+        red veins visible on the surrounding sclera, indicating either stress or aggression.
+        The creature's ears are pointed and protrude from the sides of its head, one
+        of which is adorned with a metal earring. Visible wrinkles and green hues
+        stretch across the creature's skin, giving it a textured look, and there are
+        dark markings or scars that track down from its left eye. Above the creature's
+        face, off into the distance or possibly as part of its body, there are spikes
+        or structures that resemble a kind of crest or mane, arranged in a row and
+        diminishing in size toward the background. The spikes have a bone-like coloration
+        with tips that are darker, suggesting wear or a natural color gradient. The
+        creature is wearing what could be interpreted as armor, with round, disk-like
+        metal pieces that overlap each other, giving the impression of a protective
+        garb tailored for combat. The colors of the armor complement the creature's
+        skin color, melding dark and olive green shades that suggest a synergy between
+        the creature's natural coloration and its battle attire. The overall atmosphere
+        is one of potential hostility or readiness for confrontation, implied by the
+        creature's expression and fighting gear.. Horror character concept art, digital
+        painting
+-   output:
+        url: samples/1729724937825__000003000_4.jpg
+    text: A terrifying faceless multi-armed creature sits in a lotus pose. He is wearing
+        a slightly torn pale monk's tunic. The background is completely black.  Horror
+        character concept art, digital painting
+-   output:
+        url: samples/1729724966311__000003000_5.jpg
+    text: Portrait of a skeleton with dark bones, its joints reinforced with dark
+        steel, background dark. Horror character concept art, digital painting
+base_model: black-forest-labs/FLUX.1-dev
+trigger: Horror character concept art, digital painting
+instance_prompt: Horror character concept art, digital painting
+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
+---
+# horror-concept-art_nocaption
+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 `Horror character concept art, digital painting` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/001_horror-concept-art_nocaption/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: horror-concept-art_nocaption
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/horror-concept-art_nocaption/dataset
+      resolution:
+      - 1024
+      - 1280
+      - 1536
+      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: 42
+      linear_alpha: 42
+      transformer_only: true
+      type: lora
+    performance_log_every: 500
+    sample:
+      height: 1280
+      neg: ''
+      prompts:
+      - Character clad in full-body armor standing against a muted grey background.
+        The armor is ornately detailed and constructed with multiple plates covering
+        different areas of the body, suggesting a combination of practicality and
+        decoration. The shoulders are covered with rounded, embossed pauldrons. Centrally
+        placed on the chest of the armor is a prominent cross design, accentuated
+        by symmetrical circular motifs on either side. The figure holds a sword in
+        their right hand, the blade extending outward and slung slightly back over
+        the shoulder. In the left hand, a large shield is gripped, intricately patterned
+        with crisscrossing designs and featuring a central emblem and borders that
+        give an impression of age and craftsmanship. The shield also has a golden
+        cross adorning its middle, creating symmetry with the cross on the armor.
+        A tunic or surcoat is visible beneath the main armor, with vertical striped
+        patterns cascading downwards, and the lower ends appear fringed or damaged,
+        suggesting wear or previous battle. A cape or cloak of dark fabric with tattered
+        edging drapes down from the back of the armor. The figure's helm is a full
+        headpiece with a visor that covers the face entirely, presenting a featureless
+        and imposing appearance. The helmet design includes layered metal plates and
+        intricate texturing that continues the aesthetic established by the rest of
+        the armor. The pose and regalia of the character communicate readiness and
+        resilience, indicative of a seasoned warrior or knight. [trigger]
+      - The image depicts a head and upper torso of a figure wearing an old, battle-worn
+        military helmet with noticeable rust and chipping, revealing the dark base
+        material beneath the green paint. The helmet has a distinctive shape, including
+        a flared-out brim and a protrusion at the back, suggesting it is designed
+        to offer protection to the wearer's head. There is a visible red insignia
+        on the side of the helmet, incorporating characters that appear to be of Asian
+        origin. The figure's face is not that of a human; instead, it consists of
+        flesh, mechanical parts, plates, and wires that are assembled in a way to
+        suggest the components of a face, including the hollows of the eyes, the bridge
+        of a nose, and a mouth. Tubing connects the head's mechanical components to
+        the torso area, which also shows mechanical complexity and robust construction.
+        There's a jointed arm visible, its appendage appearing sturdy and functional,
+        connected at the shoulder area with bolts and mechanical joints. The image
+        is rendered with a relatively realistic approach in terms of color and shadow,
+        giving the entire scene a grim, war-like atmosphere. [trigger]
+      - The image captures a close-up of a faceless figure with a distinctive head
+        shape that extends backward and lacks discernible facial features typically
+        associated with humans, such as eyes or a mouth. Instead, where one would
+        expect a face, there is an opening that is enveloped by numerous elongated,
+        tentacle-like appendages. The tentacles vary in length and appear to originate
+        from within this opening, adding a sense of movement and depth. The skin of
+        the figure is smooth and shows mottled patterns and various small spots or
+        imperfections, which contribute to a somewhat organic look. There's a muscular
+        structure to the figure's chest and shoulder areas, indicating physical power.
+        The shoulders are broad and slightly hunched, enhancing the imposing presence
+        of the figure. The lighting accentuates the contours and highlights the textures
+        of the figure's surface, casting much of the surrounding area into shadow
+        and focusing attention on the figure itself. There are reflective elements,
+        such as what appears to be a collar or piece of armor around the neck, with
+        streaks of light running along its edge, providing a contrast to the matte
+        finish of the skin. The overall atmosphere is brooding, with a somber palette
+        dominated by dark tones and sparse lighting. Armor. [trigger]
+      - The fantasy ork has a green skin tone and sports a malevolent, sneering expression,
+        with its mouth agape, revealing a row of jagged, sharp teeth, some of which
+        appear uneven and broken. Its eyes are narrow and fierce, with red veins visible
+        on the surrounding sclera, indicating either stress or aggression. The creature's
+        ears are pointed and protrude from the sides of its head, one of which is
+        adorned with a metal earring. Visible wrinkles and green hues stretch across
+        the creature's skin, giving it a textured look, and there are dark markings
+        or scars that track down from its left eye. Above the creature's face, off
+        into the distance or possibly as part of its body, there are spikes or structures
+        that resemble a kind of crest or mane, arranged in a row and diminishing in
+        size toward the background. The spikes have a bone-like coloration with tips
+        that are darker, suggesting wear or a natural color gradient. The creature
+        is wearing what could be interpreted as armor, with round, disk-like metal
+        pieces that overlap each other, giving the impression of a protective garb
+        tailored for combat. The colors of the armor complement the creature's skin
+        color, melding dark and olive green shades that suggest a synergy between
+        the creature's natural coloration and its battle attire. The overall atmosphere
+        is one of potential hostility or readiness for confrontation, implied by the
+        creature's expression and fighting gear.. [trigger]
+      - A terrifying faceless multi-armed creature sits in a lotus pose. He is wearing
+        a slightly torn pale monk's tunic. The background is completely black.  [trigger]
+      - Portrait of a skeleton with dark bones, its joints reinforced with dark steel,
+        background dark. [trigger]
+      sample_every: 500
+      sample_steps: 25
+      sampler: flowmatch
+      seed: 42
+      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: 0.0002
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      reg_weight: 1.0
+      steps: 3000
+      target_noise_multiplier: 1.0
+      train_text_encoder: false
+      train_unet: true
+    training_folder: /root/lorahub
+    trigger_word: Horror character concept art, digital painting
+    type: sd_trainer
+job: extension
+meta:
+  description: nocaption test

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