#local llm deployment

Learning Lab

Local LLMs vs Cloud APIs: True Cost, Speed, Privacy Trade-offs

Local LLMs vs cloud APIs isn't a binary choice. This guide walks through real costs, latency benchmarks, accuracy trade-offs, and a production-tested hybrid architecture that uses both. Includes implementation code and a decision matrix based on your actual constraints.

Apr 17, 2026 · 9 min read

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AI Tools Directory

10 Free AI Tools That Actually Save Time in 2026

Ten production-tested free AI tools that actually save time. Includes Claude, GPT-4o Mini, Llama 3.1, and others—with real workflows, cost comparisons, and failure modes.

Apr 9, 2026 · 11 min read

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Learning Lab

Free AI Tools That Actually Work: 20 No-Cost Options Tested

Twenty free AI tools with real production value—not neutered demos. Includes text generation, embeddings, transcription, image generation, and fine-tuning frameworks you can start using today.

Apr 9, 2026 · 5 min read

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AI Tools Directory

10 Production-Ready Tools That Cost Zero Dollars

Most free AI tools fall apart under real workload. But three categories actually hold: Claude's free tier for reasoning, local models for privacy, and API services with generous rate limits. Here are the 10 that don't waste your time.

Mar 28, 2026 · 6 min read

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Learning Lab

Running Llama 3, Mistral, and Phi Locally: Hardware Setup and First Inference

Run Llama 3, Mistral 7B, and Phi 3.5 on consumer hardware using Ollama or LM Studio. Complete setup guide with hardware requirements, quantization tradeoffs, and working code examples for immediate use.

Mar 26, 2026 · 5 min read

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