Instructions to use Mujeeb603/lora-training with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Mujeeb603/lora-training 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("Mujeeb603/lora-training") 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 8 epochs and 3200 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Noned9f01e0 -
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Trained for 8 epochs and 3100 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: None60cac1c -
Validation images auto-generated by SimpleTuner
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Trained for 7 epochs and 3000 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Noneea26975 -
Validation images auto-generated by SimpleTuner
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Trained for 7 epochs and 2900 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Nonece0be2c -
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Trained for 7 epochs and 2800 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Nonecbab7fd -
Validation images auto-generated by SimpleTuner
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Trained for 7 epochs and 2700 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: None70aa51a -
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Trained for 6 epochs and 2600 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Nonee8fb720 -
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Trained for 6 epochs and 2500 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Nonee49ddc9 -
Validation images auto-generated by SimpleTuner
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Trained for 6 epochs and 2400 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: None66d77d8 -
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Trained for 6 epochs and 2300 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: None7dfac28 -
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Trained for 5 epochs and 2200 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: None22282e6 -
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Trained for 5 epochs and 2100 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: None6be031b -
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Trained for 5 epochs and 2000 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Nonec87d774 -
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Trained for 4 epochs and 1900 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: None15bf88f -
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Trained for 4 epochs and 1800 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Nonee20363e -
Validation images auto-generated by SimpleTuner
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Trained for 4 epochs and 1700 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Nonee9d48d5 -
Validation images auto-generated by SimpleTuner
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Trained for 4 epochs and 1600 steps.
Verified signatureTrained with datasets ['text-embeds', 'right-triangles'] Learning rate 0.0008, 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: Nonebf08ef4