Instructions to use jimchoi/simpletuner-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use jimchoi/simpletuner-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("stabilityai/stable-diffusion-3-medium-diffusers", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("jimchoi/simpletuner-lora") prompt = "A swift and agile elven archer perched in a tree, nocking an arrow." image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Commit History
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Trained for 10 epochs and 10000 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None6e047d9 -
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Trained for 10 epochs and 10000 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: Noneb73ed88 -
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Trained for 10 epochs and 9800 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None8233e3d -
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Trained for 10 epochs and 9600 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None7676256 -
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Trained for 10 epochs and 9400 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: Nonee12dbd9 -
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Trained for 9 epochs and 9200 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: Nonea9bc9cb -
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Trained for 9 epochs and 9000 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None3e83925 -
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Trained for 9 epochs and 8800 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None9778aee -
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Trained for 9 epochs and 8600 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None2f165b8 -
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Trained for 9 epochs and 8400 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None8df1a5d -
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Trained for 8 epochs and 8200 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: Nonec77ece7 -
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Trained for 8 epochs and 8000 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: Nonebf5d066 -
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Trained for 8 epochs and 7800 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None59f9e09 -
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Trained for 8 epochs and 7600 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: Nonefa360f0 -
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Trained for 8 epochs and 7400 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None6c229c6 -
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Trained for 7 epochs and 7200 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: Noneb2361ca -
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Trained for 7 epochs and 7000 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None0eeabc7 -
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Trained for 7 epochs and 6800 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None0f54f46
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Trained for 7 epochs and 6600 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: Noneadf329d -
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Trained for 6 epochs and 6400 steps.
Verified signatureTrained with datasets ['text-embeds', 'wikiart_sargent'] Learning rate 0.0001, 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: stabilityai/stable-diffusion-3-medium-diffusers VAE: None145efd1 -
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