Text-to-Image
Diffusers
stable-diffusion
stable-diffusion-diffusers
simpletuner
lora
template:sd-lora
Instructions to use toxicwind/flux-training-murakami with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use toxicwind/flux-training-murakami 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("toxicwind/flux-training-murakami") 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 32 epochs and 1200 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None7747a88 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 29 epochs and 1100 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None6154194 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 27 epochs and 1000 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None96747c9 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 24 epochs and 900 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None736ee93 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 21 epochs and 800 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None825faf6 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 18 epochs and 700 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None1c255c7 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 16 epochs and 600 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None0944c39 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 13 epochs and 500 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None7818e3c -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 10 epochs and 400 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: None0ad2afd -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 8 epochs and 300 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: Noned3426a9 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 5 epochs and 200 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: Nonefdaed06 -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 2 epochs and 100 steps.
Verified signatureTrained with datasets ['text-embeds', 'murakami-test'] Learning rate 0.0001, batch size 6, 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: Nonea196b0d -
Validation images auto-generated by SimpleTuner
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initial commit
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