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    Thoughts, insights, and tutorials on web development and modern technologies.

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    VRAM
    Understanding GPU VRAM
    Understanding GPU VRAM
    2025-11-09

    Ever wondered why your ML model won't fit on your GPU? Learn how to calculate VRAM requirements for training and inference, understand the difference between FP32, FP16, and INT8, and discover practical formulas with real-world examples for models from BERT to LLaMA.

    Machine Learning
    GPU
    VRAM
    Deep Learning
    AI
    Training
    Inference
    Stop Your AI From Lying: Reduce Hallucinations
    Stop Your AI From Lying: Reduce Hallucinations
    2025-06-19

    Your AI sounds confident, but is it telling the truth? Learn battle-tested techniques to cut hallucinations in production and stop losing user trust to confidently wrong AI responses. Proven methods: RAG implementation, smart prompting, system guardrails, and real case studies from developers who've solved this problem.

    AI
    LLM
    Hallucination
    RAG
    Machine Learning