cfregly/ai-performance-engineering
ai-performance-engineering
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cfregly
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Apr 21, 2025
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README Summary
_**Update:** Are you interested in a hands-on course for this material?_
Community Evaluation
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AI Performance OptimizationMachine Learning Systems EngineeringModel Performance Tuning
Tags
AI Performance OptimizationMachine Learning Systems EngineeringModel Performance TuningAI AgentsAWSBackendBenchmarkingC++CachingCourseData ScienceDockerForkedFSDPGPU / CUDAInferenceKubernetesKV CacheLarge Language ModelsLLM ServingModel OptimizationNode.jsOpenAIPlanning / CoTPythonPyTorchQuantizationReal-Time / StreamingReinforcement LearningSGLangTensorRTTransformersvLLM
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tag
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Updated 2 months ago
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Quality
research- Quality
- low
- Maturity
- research
Categories
Inference & ServingPrimaryFoundation ModelsAI AgentsModel TrainingEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & AnalyticsOther AI / ML
PM Skills
AI-Native ArchitectureCost & EfficiencyData & EvaluationScale & Reliability
Languages
Python100.0%
Timeline
- Project created
- Apr 21, 2025
- Forked
- Feb 24, 2026
- Your last push
- 2 months ago
- Upstream last push
- 2 months ago
- Tracked since
- Mar 17, 2026
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