Worker Node (InferNode)

Worker Nodes are responsible for executing AI-related tasks, managing inference requests, and hosting AI agents in Inferium Studios. These nodes provide computational power for processing AI models an

AI Model Hosting and Execution

• Deploy and serve AI models for inference requests.

• Optimize model execution using quantization and performance tuning.

• Process API-based model queries and enable real-time AI interactions.

AI Agent Deployment and Hosting

• Maintain persistent execution of AI agents in Inferium Studios.

• Enable AI agents to connect with external APIs and applications.

• Manage tokenized AI agents for on-chain and off-chain operations.

AI Model Benchmarking and Evaluation

• Execute benchmarking tasks to evaluate AI models against industry standards.

• Process adaptive metrics to assess model accuracy, latency, and efficiency.

• Manage and update leaderboards in the Inferium Model Lab.

Distributed AI Computation

• Perform lightweight fine-tuning of AI models based on user customization.

• Process large-scale AI workloads using decentralized GPU power.

• Support inference parallelization for optimizing model execution.

Data Processing and Storage

• Prepare and preprocess datasets for AI model training.

• Store and manage datasets across Inferium’s distributed storage system.

• Generate synthetic datasets for enhanced model performance.