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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/1728646872295__000002000_0.jpg
+    text: pixar render of optimus
+-   output:
+        url: samples/1728646896850__000002000_1.jpg
+    text: photograph of optimus riding a cow and wearing a cowboy hat
+-   output:
+        url: samples/1728646921402__000002000_2.jpg
+    text: pixel art of optimus
+base_model: black-forest-labs/FLUX.1-dev
+trigger: optimus
+instance_prompt: optimus
+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
+---
+# optimus
+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 `fabian3000`.
+<Gallery />
+## Trigger words
+You should use `optimus` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/fabian3000_optimus/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: optimus
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/optimus/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:
+      height: 1024
+      neg: ''
+      prompts:
+      - pixar render of [trigger]
+      - photograph of [trigger] riding a cow and wearing a cowboy hat
+      - pixel art of [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: 2000
+      target_noise_multiplier: 1.0
+      train_text_encoder: false
+      train_unet: true
+    training_folder: /root/lorahub
+    trigger_word: optimus
+    type: sd_trainer
+job: extension
+meta:
+  description: ''

optimus.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1e3cb6686e577f50bc32931b137905f20dc0cc25e20763e36f8eb153f2c4c43f
+size 451202696

optimus_000000500.safetensors

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+oid sha256:dccf4b05fa434fce5210d325c6ad60e522eb519a335e21d766cfea3746eda64c
+size 451202696

optimus_000001000.safetensors

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+oid sha256:2e8bff82892afe6bb6d42f9ee81a253a05d0c447660107e2f7a6a5454735ab78
+size 451202696

optimus_000001500.safetensors

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+oid sha256:9b60c2c32cc4467c9e7ee9e79e3e142f6130e04c4be15c55ee11928ba7bc4cee
+size 451202696