building your own model from scratch, including the full training process, isn't feasible with a home setup
@theahmadosman
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SSD Performance Advantages for AI Model Loading Speed
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Also, 4tb ssd, same model would be HDD loading speeds are awful, especially for hot swapping big models
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Merit Over Bias: Hard Work Transcends Borders and Prejudice
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i know some people are gonna hate me for this, but: hard work doesn’t care where your parents were standing on the map when you were born. if you’re really as good as you say you are,
you don’t need to be hateful, racist, or xenophobic. kindness costs nothing. -
DGX Spark Downgraded: Poor Value Proposition Analysis
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DGX Spark – Ahmad's Analysis > downgraded to no buy > 2× the cost of a 5090 for ~30% FP4 perf > crippled bandwidth (273 GB/s, worse than a MacBook Pro)
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GPU Setup Discussion: Addressing Critic Concerns and Hardware Research
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i hear the critics, and even then, i am glad some are doing their research and learning what they need and what they don't in terms of GPUs if you have "specific" questions about my setup, i am open to answering them otherwise, keep learning, and maybe Buy a GPU or two 🙂
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Running AI App on Basement Server for Automation
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I have written about this in December last year, had an app do this for me basically running on my basement AI Server
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GPU Enthusiast Offers 29 Nvidia GPUs Giveaway
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tpot > do your thing > help me get Mathew McConaughey > GPU-pilled if it happens i'll run a free giveaway of all my 29 Nvidia GPUs that's > 21x RTX 3090s
> 4x RTX 4090s
> 4x RTX 5090s sincerely — your Buy a GPU bro -
GPU Adoption Could Boost Local LLM Awareness
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Elon
— Ahmad (@TheAhmadOsman) 20 septembre 2025
imagine the level of awareness raised about local LLMs if Mathew becomes GPU-pilledhttps://t.co/uWBZPi1HF5Elon imagine the level of awareness raised about local LLMs if Mathew becomes GPU-pilled