Text-to-Image
Diffusers
stable-diffusion
stable-diffusion-diffusers
simpletuner
lora
template:sd-lora
Instructions to use janekm/guw_lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use janekm/guw_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("janekm/guw_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
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Trained for 1266 epochs and 3800 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: Nonefbab001 -
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Trained for 1199 epochs and 3600 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None5a86ae8 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1133 epochs and 3400 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None6e0de9a -
Validation images auto-generated by SimpleTuner
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Trained for 1066 epochs and 3200 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None7c0f26c -
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Trained for 999 epochs and 3000 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None1193921 -
Validation images auto-generated by SimpleTuner
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Trained for 933 epochs and 2800 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: Noneb784000 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 866 epochs and 2600 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: Nonec60eba5 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 799 epochs and 2400 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: Noneae661e4 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 733 epochs and 2200 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None35fc997 -
Validation images auto-generated by SimpleTuner
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Trained for 666 epochs and 2000 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: Noneb6fac9f -
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Trained for 599 epochs and 1800 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None3dcb989 -
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Trained for 533 epochs and 1600 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None40cac4e -
Validation images auto-generated by SimpleTuner
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Verified signature981dbe7 -
Trained for 466 epochs and 1400 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None2520067 -
Validation images auto-generated by SimpleTuner
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Trained for 399 epochs and 1200 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: Nonef8543d3 -
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Trained for 333 epochs and 1000 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: Nonec5d9ef7 -
Validation images auto-generated by SimpleTuner
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Trained for 266 epochs and 800 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: Nonef10d30d -
Validation images auto-generated by SimpleTuner
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Trained for 199 epochs and 600 steps.
Verified signatureTrained with datasets ['text-embeds', 'default_dataset'] Learning rate 0.0001, batch size 4, 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: None48f3783