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12 lines
1.2 KiB
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12 lines
1.2 KiB
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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- [Multi-Turn Reinforcement Learning for τ²-bench](https://googlecloudplatform.github.io/vertex-ai-samples/vertex-training-cluster/multi_turn_reinforcement_learning_for_tau2_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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