The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

2statements match

2resolved → 0open claims → 2supported → 0contradicted →

why aren't all 2 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Assertion Supported

Karpathy: llm.c was 20% faster and used 30% less memory than PyTorch

“At the time of that post, we were using, in LL and that's in 30% less memory, and we were 20% faster in training, just the truth.”

Andrej Karpathy Sep 21, 2024 ▶ 19:10 llm.c's Origin and the Future of LLM Compilers - Andrej Karpathy at CUDA MODE

Assertion Supported

Karpathy: llm.c trains GPT-2 on one H100 node in 24 hours for $600

“You can train it on a single node of H-one-hundreds in about 24 hours, and that costs roughly 600 dollars.”

Andrej Karpathy Sep 21, 2024 ▶ 18:02 llm.c's Origin and the Future of LLM Compilers - Andrej Karpathy at CUDA MODE

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The Ledger

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