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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.