vertex-ai-samples

Agent Platform Training Clusters Blog Series

This directory contains deep-dive documentation, extended guides, and architectural references for Google Cloud Agent Platform Training Clusters.

Contents

• vertex-training-cluster/: Documentation and setup guides for configuring and managing Agent Platform Training Clusters.

Blog Posts

• Model Distillation Best Practices: Explores off-policy model distillation, dataset curation, and hyperparameter scaling laws for training student models on Vertex AI.
• Forgetting Mitigation via Data Mixing: Discusses catastrophic forgetting in model fine-tuning and how to mitigate it using multi-domain data mixing on Vertex AI.
• Multi-Turn Reinforcement Learning for τ²-bench: Explores multi-turn RL training for tool-calling agents using GRPO on the τ²-bench customer service benchmark with NeMo RL.

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