Instructions to use TheNovak/simpletuner-lora-Elbows with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use TheNovak/simpletuner-lora-Elbows 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("TheNovak/simpletuner-lora-Elbows") 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
CubsVerified signaturea3da1a1 -
Trained for 5 epochs and 8200 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None7a714ee -
Validation images auto-generated by SimpleTuner
CubsVerified signature9386333 -
Model card auto-generated by SimpleTuner
CubsVerified signature7cb8618 -
Trained for 5 epochs and 8100 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: Noneda453ca -
Validation images auto-generated by SimpleTuner
CubsVerified signature40f9a01 -
Model card auto-generated by SimpleTuner
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Trained for 5 epochs and 8000 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: Nonefdfee4e -
Validation images auto-generated by SimpleTuner
CubsVerified signature11413dd -
Model card auto-generated by SimpleTuner
CubsVerified signature4c3f7cc -
Trained for 5 epochs and 7900 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: Nonedafbc42 -
Validation images auto-generated by SimpleTuner
CubsVerified signature9b525f6 -
Model card auto-generated by SimpleTuner
CubsVerified signature939c23d -
Trained for 5 epochs and 7800 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None74ace92 -
Validation images auto-generated by SimpleTuner
CubsVerified signature06eb092 -
Model card auto-generated by SimpleTuner
CubsVerified signature7c3ede1 -
Trained for 5 epochs and 7700 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None1a8c130 -
Validation images auto-generated by SimpleTuner
CubsVerified signature0372b18 -
Validation images auto-generated by SimpleTuner
CubsVerified signature6eed120 -
Model card auto-generated by SimpleTuner
CubsVerified signaturee50b53f -
Trained for 5 epochs and 7500 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None93ff0f7 -
Validation images auto-generated by SimpleTuner
CubsVerified signaturec69ea08 -
Model card auto-generated by SimpleTuner
CubsVerified signature2612251 -
Trained for 5 epochs and 7400 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None533f653 -
Validation images auto-generated by SimpleTuner
CubsVerified signature584f6fd -
Model card auto-generated by SimpleTuner
CubsVerified signature5f44140 -
Trained for 5 epochs and 7300 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None0e91750 -
Validation images auto-generated by SimpleTuner
CubsVerified signature70277c3 -
Model card auto-generated by SimpleTuner
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Trained for 5 epochs and 7200 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None6d9989b -
Validation images auto-generated by SimpleTuner
CubsVerified signature6f0156c -
Model card auto-generated by SimpleTuner
CubsVerified signature8ef5885 -
Trained for 5 epochs and 7100 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None5ac88e7 -
Validation images auto-generated by SimpleTuner
CubsVerified signaturef2d7bd2 -
Model card auto-generated by SimpleTuner
CubsVerified signature9853fac -
Trained for 5 epochs and 7000 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None57fa3e4 -
Validation images auto-generated by SimpleTuner
CubsVerified signatureb22787c -
Model card auto-generated by SimpleTuner
CubsVerified signaturebcfdf40 -
Trained for 4 epochs and 6900 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None5bed7bf -
Validation images auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 4 epochs and 6800 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: Noneebb4c1f -
Validation images auto-generated by SimpleTuner
CubsVerified signature17c1ac7 -
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CubsVerified signature45e66a4 -
Trained for 4 epochs and 6700 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: Nonec8d57c2 -
Validation images auto-generated by SimpleTuner
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Trained for 4 epochs and 6600 steps.
CubsVerified signatureTrained with datasets ['text-embeds', 'Elbows'] 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-dev VAE: None4f60ffe -
Validation images auto-generated by SimpleTuner
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