Text-to-Image
Diffusers
flux
flux-diffusers
simpletuner
safe-for-work
lora
template:sd-lora
standard
Instructions to use davidrd123/PoloBackground-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use davidrd123/PoloBackground-LoRA with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("davidrd123/PoloBackground-LoRA") prompt = "unconditional (blank prompt)" image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Commit History
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Model card auto-generated by SimpleTuner
Verified signature47dc9e8 -
Trained for 5 epochs and 7800 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: Nonefbf206f -
Model card auto-generated by SimpleTuner
Verified signature60d6537 -
Trained for 5 epochs and 7600 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None62fb4cb -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signature8442d15 -
Trained for 5 epochs and 7400 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: Nonede8e813 -
Model card auto-generated by SimpleTuner
Verified signature5ec009c -
Trained for 5 epochs and 7200 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None2c5e075 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signature49420a8 -
Trained for 5 epochs and 7000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: Nonea3635dd -
Model card auto-generated by SimpleTuner
Verified signature7d22127 -
Trained for 5 epochs and 6800 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None03c09eb -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signature3eb1457 -
Trained for 4 epochs and 6600 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None6eacd8f -
Model card auto-generated by SimpleTuner
Verified signatureab08dd3 -
Trained for 4 epochs and 6400 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None44e4785 -
Validation images auto-generated by SimpleTuner
Verified signature7ce64ee -
Model card auto-generated by SimpleTuner
Verified signature51cc943 -
Trained for 4 epochs and 6200 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None3888038
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Model card auto-generated by SimpleTuner
Verified signatureed44bc9 -
Trained for 4 epochs and 6000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None2b72ebc -
Validation images auto-generated by SimpleTuner
Verified signaturec01c8ab -
Model card auto-generated by SimpleTuner
Verified signature32a944d -
Trained for 4 epochs and 5800 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None46ce858 -
Model card auto-generated by SimpleTuner
Verified signature1e59e7a -
Trained for 4 epochs and 5600 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None8da08ef -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signature0bf0df5 -
Trained for 4 epochs and 5400 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None98fbdfc -
Model card auto-generated by SimpleTuner
Verified signature4eb8670 -
Trained for 3 epochs and 5200 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None98899e8 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signature7805df5 -
Trained for 3 epochs and 5000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None88d0f2c -
Model card auto-generated by SimpleTuner
Verified signature925b5d7 -
Trained for 3 epochs and 4800 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None6d3e0dc -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signatureb1f6fbd -
Trained for 3 epochs and 4600 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: Nonee49b5f9 -
Model card auto-generated by SimpleTuner
Verified signature04cc774 -
Trained for 3 epochs and 4400 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: Nonefa4ab8e -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signaturee703507 -
Trained for 3 epochs and 4200 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None011ac6a -
Model card auto-generated by SimpleTuner
Verified signature98b5e4a -
Trained for 2 epochs and 4000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'marco-256', 'marco-crop-256', 'marco-512', 'marco-crop-512', 'marco-768', 'marco-crop-768', 'marco-1024', 'marco-crop-1024', 'marco-1440', 'marco-crop-1440'] Learning rate 8e-05, batch size 3, and 1 gradient accumulation steps. Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False Using 'trailing' timestep spacing. Base model: black-forest-labs/FLUX.1-dev VAE: None300fd2c -
Validation images auto-generated by SimpleTuner
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