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
Loading…AI Dev Skills
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AI Performance OptimizationMachine Learning Systems EngineeringModel Performance Tuning
Tags
AI Performance OptimizationMachine Learning Systems EngineeringModel Performance TuningAI AgentsAWSBackendBenchmarkingC++CachingCourseData ScienceDockerFSDPForkedGPU / CUDAInferenceKV CacheKubernetesLLM ServingLarge Language ModelsModel OptimizationNode.jsOpenAIPlanning / CoTPyTorchPythonQuantizationReal-Time / StreamingReinforcement LearningSGLangTensorRTTransformersvLLM
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tag
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Updated 4 months ago
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research- Quality
- low
- Maturity
- research
Categories
Foundation ModelsPrimaryAI AgentsModel TrainingEvals & BenchmarkingInference & ServingData Science & AnalyticsOther AI / MLMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning Resources
PM Skills
Cost & EfficiencyScale & ReliabilityData & EvaluationAI-Native Architecture
Languages
Python100.0%
Timeline
- Project created
- Apr 21, 2025
- Forked
- Feb 24, 2026
- Your last push
- 4 months ago
- Upstream last push
- 3 months ago
- Tracked since
- Mar 17, 2026
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