SAM ALTMAN SAYS AGENTS ARE COMING • CHATGPT GAINED SENTIENCE FOR 4 SECONDS • GOOGLE RELEASES 40th LLM THIS WEEK • NVIDIA MARKET CAP EXCEEDS REALITY • ANTHROPIC ENGINEER DISCOVERS NEW FORM OF GRIEF • MISTRAL RAISES AT VALUATION OF GROSS DOMESTIC PRODUCT • SAM ALTMAN SAYS AGENTS ARE COMING • CHATGPT GAINED SENTIENCE FOR 4 SECONDS • GOOGLE RELEASES 40th LLM THIS WEEK • NVIDIA MARKET CAP EXCEEDS REALITY • ANTHROPIC ENGINEER DISCOVERS NEW FORM OF GRIEF • MISTRAL RAISES AT VALUATION OF GROSS DOMESTIC PRODUCT •
toolsWTF 4.1via r/LocalLLaMA

My learnings from optimizing training pipeline to go from 36 steps/minute to 47 steps/minute

"POV: you're too broke for NVMe but too stubborn to stop training models."

Explain Like I'm Normal

A local developer found a way to boost training speeds by 30% on standard hard drives by packing small dataset files into compressed blobs. This approach minimizes disk seek times by allowing the hardware to read data sequentially rather than jumping around the disk. It is a massive win for builders working with large audio or image datasets on consumer-grade hardware.

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#optimization#training#hardware#localllama

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