TECHNICAL REPORTS / TR-2025-03

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v1.0.0

Aurora Cloud Routing

Cloud-only inference performance evaluation using Ollama Cloud API. Documents 94.83% MMLU accuracy with 4,057ms average latency using gpt-oss:20b.

Report ID

TR-2025-03

Type

Technical Analysis

Date

2025-11

Version

v1.0.0

Authors

Infrastructure Team

ABSTRACT

We present Aurora's Cloud Routing performance evaluation, focusing on cloud-only inference using Ollama Cloud API through the HybridBridgeService. Cloud routing achieves 94.83% accuracy with 4,057ms average latency.

KEYWORDS

CloudRoutingBenchmarks

RELATED REPORTS

TR-2025-08Aurora ACL Architecture
Whitepaper

DOCUMENT STRUCTURE

This report follows the Thynaptic House Style Guide v1.0 structure:

  1. 1.Introduction
  2. 2.Architectural Context
  3. 3.Methodology
  4. 4.Evaluation Results
  5. 5.System Behavior Analysis
  6. 6.Limitations
  7. 7.Forward Research Trajectories
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