diff --git a/docs/README.md b/docs/README.md index e4bda1e3f..59b59fedf 100644 --- a/docs/README.md +++ b/docs/README.md @@ -1,7 +1,10 @@ -# Vertex AI Documentation - -This directory contains deep-dive documentation, extended guides, and architectural references for Google Cloud Vertex AI infrastructure. +# 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 Vertex AI training clusters. +- **`vertex-training-cluster/`**: Documentation and setup guides for configuring and managing Agent Platform Training Clusters. + +## Blog Posts +- [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. +- [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.