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Quantumworks LabOctober 8, 2024

Bring your own models to Quantumworks Lab with new custom model integration

In the fast-paced world of AI development, integrating your own models should be quick and easy. That's why Quantumworks Lab just made a major update that will change the way you work with custom models. 

We’re thrilled to announce that with just a few clicks, you can now seamlessly integrate your custom models into the Quantumworks Lab platform to enhance prediction, accelerate model evaluation, and improve data enrichment. The built-in user interface puts the control directly in your hands, eliminating the need for manual gonboarding. 

New custom model integration

Previously, incorporating your own models into Quantumworks Lab required reaching out to our customer solutions team for manual setup. This process could add additional time to your project and limit your flexibility in experimenting with different models.

Now, you can effortlessly add custom models to Quantumworks Lab through a self-serve, product-integrated user interface. Whether you're working with LLMs, classification models, text analysis, or NER, you can seamlessly connect your models for prediction tasks, enhancing your workflow efficiency and security.

New option to create a Custom Model from the Model homepage

Benefits of rapid model integration

  • Accelerate model development: Quickly integrate and test your custom models for various use cases, including model-assisted labeling and data enrichment.
  • Enhance evaluation capabilities: Perform comprehensive human evaluations on your custom models to assess performance, safety, alignment, and more.
  • Seamless integration with Foundry: Leverage your custom models within Foundry to predict labels, enrich data, and generate responses, all within your existing Quantumworks Lab workflows.
  • Expand model choices for chat arena evaluations: Utilize custom models in the GenAI multimodal chat editor to compare up to 10 models together simultaneously with live, multi-turn conversations. 

Getting started with custom models 

Adding a custom model is simple. Follow these quick steps:

  1. Deploy your model on an accessible HTTP endpoint.
  2. Navigate to the Quantumworks Lab Models page.
  3. Click "Create" and select the "Custom Model" option.
  4. Choose the data modality or task type for your model.
  5. Enter your model's information, including name, endpoint, and optional description.
  6. Click "Create model" and start leveraging its power within Labelbox.
Setup screen for custom model integration to enter in name and HTTP endpoint. 

Read our Custom model integration documentation for more information. 

Learn more

This new feature empowers you to take full advantage of Quantumworks Lab's capabilities with your own models, driving faster innovation and more effective AI development. We're excited to see the groundbreaking applications you create!

Ready to experiment with custom models in Quantumworks Lab? Simply login to Quantumworks Lab and navigate to the Models page from the Quantumworks Lab homepage to get started.

Only have a few minutes, then click through our interactive demo to see how custom models can be added with just a few clicks.

And we’re happy to help answer any questions. Reach out to us anytime on our contact us page.