Text-to-Image
Diffusers
flux
flux-diffusers
simpletuner
safe-for-work
lora
template:sd-lora
standard
Instructions to use noahyoungs/icon-generator-2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use noahyoungs/icon-generator-2 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-schnell", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("noahyoungs/icon-generator-2") 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 2 epochs and 10000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: Nonee794110 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1 epochs and 9500 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None7b5c7db -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1 epochs and 9000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: Noneb441875 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1 epochs and 8500 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None5f74d73 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1 epochs and 8000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: Noneedeb822 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signaturec3340ee -
Trained for 1 epochs and 7500 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: Noneaafb0dd -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signature27be047 -
Trained for 1 epochs and 7000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None6b92c67 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1 epochs and 6500 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None4a537bb -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1 epochs and 6000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None4460919 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1 epochs and 5500 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None8056279 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 1 epochs and 5000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None945b178 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signatureb7ad70e -
Trained for 0 epochs and 4500 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: Nonecf63ab6 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signaturec2d7da6 -
Trained for 0 epochs and 4000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None2efc7e5 -
Validation images auto-generated by SimpleTuner
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Trained for 0 epochs and 3500 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: Nonea4d9513 -
Validation images auto-generated by SimpleTuner
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Trained for 0 epochs and 3000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: Nonec39041e -
Validation images auto-generated by SimpleTuner
Verified signature846f9ff -
Model card auto-generated by SimpleTuner
Verified signaturea3a9944 -
Trained for 0 epochs and 2500 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: None24f4fbb -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 2000 steps.
Verified signatureTrained with datasets ['text-embed-cache', 'tabler-icons-captioned-512'] Learning rate 8e-05, batch size 1, 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-schnell VAE: Noned28842c