Supervised fine-tuning (SFT)
Generate precise, tailored training data for SFT to enhance the capabilities of your AI models with the Labelbox data factory
The foundation of advanced AI training comes from high-quality data
Expand model capabilities
Train foundational and task-specific models on new tasks or capabilities to differentiate your models' value.
Improve accuracy
Enhance the model's accuracy, relevance, and overall quality of outputs on the target task.
Mitigate biases
Reduce or eliminate biases present in the pre-trained model to align with your organization’s preferences.
Task-specific customization
Adapt a general-purpose pre-trained model to perform well on a specific task or domain.
Unlock new AI capabilities with SFT
Supervised fine-tuning (SFT) is a powerful technique that adapts pre-trained models to specific tasks and expands the model’s capabilities. By providing the model with new, carefully curated data, SFT allows you to train the model to perform new actions and align with your specific requirements.
The challenges of SFT
SFT comes with its own set of challenges. Acquiring sufficient, high-quality labeled data requires access to vetted, domain-specific experts. Additionally, ensuring consistency and accuracy across annotations is crucial and requires a platform with advanced metrics and real-time reporting.
Expanding AI capabilities with Labelbox
Labelbox addresses these challenges head-on, providing a comprehensive platform and expert services to streamline the SFT process. Accelerate model development with high-quality SFT datasets curated by vetted subject matter experts to accelerate cutting-edge model development. Contact us to explore our catalog of data streams.
Why Labelbox for SFT
Accelerate AI development
SFT data boosts model performance, while our red-teaming services and Evaluation Platform ensure sustained model performance and prevent model drift.
Deliver frontier performance
Rapidly streamline your model training with advanced dataset generation. Tap into Linguists, PHDs, and coders from diverse domains to curate datasets across every domain and use case.
Generate high quality datasets
Labelbox stands behind our ability to deliver high-quality data. If the data delivered doesn’t meet your quality standards, we are happy to redo any labels completely free of charge.
Maintain data privacy & security
Keep full ownership, transparency, and control over your data throughout the AI development process.