Securely train custom models on your own content. In as little as 30 minutes using as few as a dozen images, create your own models that power creative workflows and maintain consistency from asset to asset.
Easily compile and manage your images for training in one, secure place. When you’re ready to refine your model or train another model, it’s simple to re-use your training data and make adjustments.
GUIDANCE
Intuitive training interface
Navigate the complexities of AI with a user-friendly training interface that guides you through every step of the process. Finetune every step of the model creation process with clear guidance on how to generate a useful model.
OWNERSHIP
Own your data and models
Every model you create with Invoke and every asset you upload remains exclusively yours. Invoke never uses your training assets to train someone else’s model, and you maintain ownership of your model files in perpetuity.
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Auto-Caption Your Datasets
Automatically generate captions for your dataset images, then fine-tune them as needed, and append custom trigger words to your dataset to ensure distinct, new concepts are understood by your model.
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Flexible Model Architecture
Own your AI models as permanent assets, not a SaaS product where ongoing fees dictate access. We train models using openly licensed frameworks like SDXL and LoRA, allowing you to use your models both in and out of Invoke.
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Model Training Validation
Test multiple model versions with ease, ensuring you select the most effective iteration. Our validation tool provides you with a selection of model outputs so that you can choose which version performs the way you need.
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Absolutely! We provide comprehensive support in model training for our Enterprise customers. Our team assists in identifying use cases, captioning datasets, and offering expert guidance on the best configuration settings. We also manage iterations to streamline your experience and enhance model performance.
How many images do I need to train a model?
We recommend starting with no fewer than 20 images to train a specialized model for a single use case, such as replicating a character consistently. While general AI models might use billions of images, our approach focuses on specialized models using fewer, highly relevant images to achieve specific goals efficiently.
How long does it take to train a model?
The duration for training a model can vary. For simple tasks, such as training with around 20 images, it typically takes between 30 to 60 minutes. The time increases with the complexity of the job, tailored to ensure the best results for your specific needs.
Can I use my own models with Invoke?
Yes, Invoke allows users to integrate and use their own models. Models intended to copy the likeness of individuals or the style of living artists without their consent are prohibited.
Invoke employs a robust security protocol to protect your proprietary models. We use a secure, permission-based system where models are stored securely and are inaccessible for download without validated approvals from account owners. All data within Invoke’s platform are encrypted, both at rest and in transit, using advanced encryption standards to safeguard against unauthorized access.
Can I train a model using a proprietary model architecture?
Currently, Invoke supports widely-used, openly licensed model architectures like SDXL and SD 1.5. If you have a need for using a proprietary model architecture, we encourage you to reach out to us at community@invoke.ai for possible custom solutions.
Can I use the models I train in Invoke in other applications?
Yes, models trained on Invoke using openly licensed architectures like SDXL and SD 1.5 can be used in any other compatible applications, providing you flexibility and control over your creative assets.
Does Invoke use my data to train its AI models?
Invoke does not own any proprietary AI models. We do not access or utilize any data from our applications for the purposes of training or improving other customers’ AI models.
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Invoke Indie comes fully loaded with all the features you need to get started generating production-ready assets and workflows. Sign up for a free trial and start exploring everything that Invoke has to offer.
Contact us to discuss options for Enterprise licenses, which can include custom model and workflow development, single tenant hosting, and added security & compliance features like SSO, as well as volume discounts for users.