About NVIDIA NeMo Studio#
Important
NVIDIA NeMo Studio is released with early access availability and is subject to limited support and potential API changes in future releases.
NeMo Studio is the web-based user interface for managing and organizing your AI development workflow with NVIDIA NeMo Microservices. It provides an intuitive and visual interface built on top of the NeMo microservices platform.
Perform common tasks such as creating projects, uploading datasets, fine-tuning models, running evaluations, and testing models interactively through the Studio interface.
Benefits of Using NeMo Studio#
User-Friendly Interface: NeMo Studio eliminates the need for command-line expertise or API knowledge, making AI development accessible to a broader range of users.
Visual Workflow Management: Track the entire AI development lifecycle from data preparation through model fine-tuning and evaluation in a single interface.
Real-Time Monitoring: Monitor job progress and view logs without switching between multiple tools or terminals.
Key Features#
The following are the key features of NeMo Studio.
Organize your AI resources into logical projects for better workflow management.
Upload and manage datasets for fine-tuning, evaluation, and testing.
Test models interactively with system prompts and input-output examples for prompt tuning.
Create and monitor fine-tuning jobs to adapt models to your use cases.
Run evaluation jobs to measure and compare model performance.