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* Adding reviewed version of VTC blog 2 * GCA suggested fixes * Updating readme to have links
11 lines
918 B
Markdown
11 lines
918 B
Markdown
# Agent Platform Training Clusters Blog Series
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This directory contains deep-dive documentation, extended guides, and architectural references for Google Cloud Agent Platform Training Clusters.
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## Contents
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- **`vertex-training-cluster/`**: Documentation and setup guides for configuring and managing Agent Platform Training Clusters.
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## Blog Posts
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- [Model Distillation Best Practices](https://googlecloudplatform.github.io/vertex-ai-samples/vertex-training-cluster/model_distillation_best_practices): Explores off-policy model distillation, dataset curation, and hyperparameter scaling laws for training student models on Vertex AI.
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- [Forgetting Mitigation via Data Mixing](https://googlecloudplatform.github.io/vertex-ai-samples/vertex-training-cluster/forgetting_mitigation_data_mixing): Discusses catastrophic forgetting in model fine-tuning and how to mitigate it using multi-domain data mixing on Vertex AI.
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