Text-to-Image
Diffusers
flux3_image
flux3_image-diffusers
image-to-image
simpletuner
lora
template:sd-lora
standard
Instructions to use SimpleTuner/flux-3-klein-image-training-assistant with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SimpleTuner/flux-3-klein-image-training-assistant 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-3-image-klein", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("SimpleTuner/flux-3-klein-image-training-assistant") prompt = "A photograph of an elderly woman wearing a blue silk scarf, soft window light, a plain gray background." image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Commit History
5 days ago
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Remove NSFW labels from SFW FLUX.3 Klein model cards
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6 days ago
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Update assistant Hub destination in training config
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Update assistant repository links after rename
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 30000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-kleinff24bf6 -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 30000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-klein0d5ea9f -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 30000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-klein3ed01d0 -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 29000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-klein3fd75ab -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 29000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-klein0361c32 -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 28000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-kleinc1babef -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 28000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-kleinfdca8fd -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 27000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-klein0747bfb -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
Verified signaturefb7e2a9 -
Trained for 0 epochs and 27000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-klein0d23930 -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 26000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-klein791aef3 -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 26000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-klein4c5d68a -
Validation samples auto-generated by SimpleTuner
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Training config auto-generated by SimpleTuner
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Model card auto-generated by SimpleTuner
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Trained for 0 epochs and 25000 steps.
Verified signatureTrained with datasets ['assistant-offline-text', 'assistant-real-v3-cc12m-512', 'assistant-real-v3-cc12m-1024', 'assistant-real-v3-cc12m-1536', 'assistant-real-v3-cc12m-2048', 'assistant-real-v3-e621-512', 'assistant-real-v3-e621-1024', 'assistant-real-v3-e621-1536', 'assistant-real-v3-e621-2048'] Learning rate 0.0001 and batch size 2. Training objective: flow_map. Base model: black-forest-labs/flux-3-image-klein VAE: black-forest-labs/flux-3-image-kleinf0e7259 -
Validation samples auto-generated by SimpleTuner
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