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Hermes at Scale: Batch Processing, Provider Routing & Prompt Caching

Master Hermes's power features for running at scale: parallel batch processing, multi-provider routing, credential pools, and automatic prompt caching to cut costs and maximize throughput.

📚 13 lessons 🕐 156 min total ✓ Free

What Is Batch Processing and When to Use It

🕐 12 min

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Designing Your Input Dataset

🕐 13 min

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Running Your First Batch

🕐 13 min

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Checkpointing, Resuming, and Output Structure

🕐 12 min

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Trajectory Data and Quality Filtering

🕐 11 min

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Provider Configuration Architecture

🕐 12 min

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Credential Pools and Key Rotation

🕐 12 min

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Provider Routing, Fallback Chains, and the Pareto Router

🕐 13 min

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Auxiliary Model Routing for Cost Optimization

🕐 12 min

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Prompt Caching: Cross-Session Memory That Saves Money

🕐 12 min

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Custom Endpoints and Self-Hosted Models

🕐 11 min

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Timeouts, Stale Detection, and Production Hardening

🕐 11 min

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The Gateway: Programmatic Access to Hermes

🕐 12 min

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Start Lesson 1 →

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