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.gitattributes

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OmniPod5.safetensors

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OmniPod5_000001500.safetensors

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OmniPod5_000002000.safetensors

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OmniPod5_000002500.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/1745005649683__000003000_0.jpg
+    text: A woman wearing an omnipod5 on her arm
+-   output:
+        url: samples/1745005674451__000003000_1.jpg
+    text: Superman wearing an omnipod5 on his arm
+-   output:
+        url: samples/1745005699179__000003000_2.jpg
+    text: A bodybuilder wearing an omnipod5 on his belly
+-   output:
+        url: samples/1745005723775__000003000_3.jpg
+    text: 'The joker wearing an omnipod5 on his arm, laughing maniacally '
+-   output:
+        url: samples/1745005748369__000003000_4.jpg
+    text: 'A doctor holding an omnipod5 in his hand, showing it to a patient '
+-   output:
+        url: samples/1745005772950__000003000_5.jpg
+    text: An OmniPod5 product photo, white background, futuristic, floating, WORDS
+        TEXT "OMNIPOD 5"
+base_model: black-forest-labs/FLUX.1-dev
+trigger: "OmniPod5"
+instance_prompt: "OmniPod5"
+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
+---
+# OmniPod5
+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 `Insectagon`.
+<Gallery />
+## Trigger words
+You should use `OmniPod5` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/Insectagon_OmniPod5/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: OmniPod5
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/flux-dev/OmniPod5/dataset
+      resolution:
+      - 512
+      - 768
+      - 1024
+      shuffle_tokens: true
+      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:
+      - A woman wearing an omnipod5 on her arm
+      - Superman wearing an omnipod5 on his arm
+      - A bodybuilder wearing an omnipod5 on his belly
+      - 'The joker wearing an omnipod5 on his arm, laughing maniacally '
+      - 'A doctor holding an omnipod5 in his hand, showing it to a patient '
+      - An OmniPod5 product photo, white background, futuristic, floating, WORDS TEXT
+        "OMNIPOD 5"
+      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: 0.0001
+      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: OmniPod5
+    type: loradex_trainer
+job: extension
+meta:
+  description: OmniPod5 product lora test