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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/1733522799995__000002500_0.jpg
+    text: collage art, a portrait of a man
+-   output:
+        url: samples/1733522824832__000002500_1.jpg
+    text: collage art, a portrait of a woman
+-   output:
+        url: samples/1733522849667__000002500_2.jpg
+    text: collage art, a girl eating icecream
+-   output:
+        url: samples/1733522874471__000002500_3.jpg
+    text: collage art, a horse in the garden
+base_model: black-forest-labs/FLUX.1-dev
+trigger: collage art
+instance_prompt: collage art
+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
+---
+# collage_art_portrait
+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 `saq1b`.
+<Gallery />
+## Trigger words
+You should use `collage art` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/saq1b_collage_art_portrait/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).
+

collage_art_portrait.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4dd6edfc5bbc4ec4d241f828843cb665a9296f1e3fa719165a8105b1127165b2
+size 451202800

collage_art_portrait_000001000.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:35bbcf4883ecf1aaac40ce1d01f04271662ce54734837741b11af3581bc400b8
+size 451202800

collage_art_portrait_000001500.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:91c000be4e78e982aeafff351f57384660dbc3c011121139514e5762225de5cc
+size 451202800

collage_art_portrait_000002000.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8b7fb2538a061fe0cbe5a491324d070bb30b50e10e4352b98c9e59894c92682d
+size 451202800

config.yaml

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+config:
+  name: collage_art_portrait
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/collage_art_portrait/dataset
+      resolution:
+      - 512
+      - 768
+      - 1024
+      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:
+      guidance_scale: 3.5
+      height: 1024
+      neg: ''
+      prompts:
+      - '[trigger], a portrait of a man'
+      - '[trigger], a portrait of a woman'
+      - '[trigger], a girl eating icecream'
+      - '[trigger], a horse in the garden'
+      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: 2500
+      target_noise_multiplier: 1.0
+      train_text_encoder: false
+      train_unet: true
+    training_folder: /root/lorahub
+    trigger_word: collage art
+    type: sd_trainer
+job: extension
+meta:
+  description: A LoRA trained with 26 images of collage art portraits. Made by saq1b
+    on discord.