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Day 5: Local AI Runtimes — Deploying Ollama and vLLM for Bare-Metal Execution
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Day 5: Local AI Runtimes — Deploying Ollama and vLLM for Bare-Metal Execution

#ai #ollama #vllm #aiintermediateseries
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3 min read
Day 6: Containerizing AI Microservices — Building and Packaging APIs with FastAPI
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Day 6: Containerizing AI Microservices — Building and Packaging APIs with FastAPI

#ai #fastapi #aiintermediateseries
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4 min read
Day 4: Optimizing Model Weights — Quantization Basics (GGUF, AWQ) for Efficient Inference
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Day 4: Optimizing Model Weights — Quantization Basics (GGUF, AWQ) for Efficient Inference

#ai #quantization #aiintermediateseries
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4 min read
Day 3: Hardware Acceleration in Docker — GPU Passthrough and Limits for Constrained Hardware
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Day 3: Hardware Acceleration in Docker — GPU Passthrough and Limits for Constrained Hardware

#ai #docker #gpu #aiintermediateseries
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4 min read
Day 2: Advanced Docker for AI — Multi-Stage Builds for Heavy Python Runtimes
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Day 2: Advanced Docker for AI — Multi-Stage Builds for Heavy Python Runtimes

#ai #docker #aiintermediateseries
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4 min read
Day 1: The AI Infrastructure Shift — Why the Model is Only 10% of the Production System
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Day 1: The AI Infrastructure Shift — Why the Model is Only 10% of the Production System

#ai #infrastructure #aiintermediateseries
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5 min read
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