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trail-delighter

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lora
image-editing
relighting
shadow-removal
trail-photography
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Upload trail delight Klein LoRA and training checkpoints

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Files changed (10) hide show
  1. training/checkpoints/trail_delight_klein4b_highres15_000000125.safetensors +3 -0
  2. training/checkpoints/trail_delight_klein4b_highres15_000000250.safetensors +3 -0
  3. training/checkpoints/trail_delight_klein4b_highres15_000000375.safetensors +3 -0
  4. training/config.yaml +57 -0
  5. training/samples/1788926920227__000000000_0.jpg +0 -0
  6. training/samples/1788927375069__000000125_0.jpg +0 -0
  7. training/samples/1788927824640__000000250_0.jpg +0 -0
  8. training/samples/1788928275167__000000375_0.jpg +0 -0
  9. training/samples/1788928721028__000000500_0.jpg +0 -0
  10. training/trail_delight_klein4b_highres15.safetensors +3 -0
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+ job: extension
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+ config:
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+ name: trail_delight_klein4b_highres15
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+ process:
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+ - type: diffusion_trainer
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+ training_folder: /workspace/klein-lora-highres15-output
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+ device: cuda
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+ network:
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+ type: lora
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+ linear: 64
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+ linear_alpha: 32
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+ conv: 32
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+ conv_alpha: 16
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+ save:
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+ dtype: bf16
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+ save_every: 125
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+ max_step_saves_to_keep: 4
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+ datasets:
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+ - folder_path: /workspace/klein-lora-highres15-dataset/target
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+ control_path: /workspace/klein-lora-highres15-dataset/reference
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+ caption_ext: txt
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+ resolution:
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+ - 512
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+ train:
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+ batch_size: 1
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+ steps: 500
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+ gradient_accumulation_steps: 1
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+ train_unet: true
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+ train_text_encoder: false
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+ gradient_checkpointing: true
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+ noise_scheduler: flowmatch
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+ optimizer: adamw8bit
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+ lr: 0.0001
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+ timestep_type: weighted
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+ content_or_style: balanced
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+ dtype: bf16
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+ model:
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+ name_or_path: black-forest-labs/FLUX.2-klein-base-4B
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+ arch: flux2_klein_4b
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+ quantize: true
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+ low_vram: false
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+ sample:
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+ sampler: flowmatch
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+ sample_every: 125
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+ sample_start_step: 0
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+ width: 768
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+ height: 448
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+ prompts:
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+ - Remove cast shadows and glare from this trail-surface photograph. Preserve
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+ the exact trail geometry, rocks, leaves, markings, and camera viewpoint. Use
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+ neutral soft overcast illumination.
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+ seed: 0
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+ guidance_scale: 1
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+ sample_steps: 4
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+ meta:
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+ name: trail_delight_klein4b_highres15
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+ version: '1.0'
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training/samples/1788927375069__000000125_0.jpg ADDED
training/samples/1788927824640__000000250_0.jpg ADDED
training/samples/1788928275167__000000375_0.jpg ADDED
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