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LoRA

2 statements across 1 episodes · 2 bullish · 0 bearish · 1 people on the record · first statement Jul 25, 2024 by Sharon Zhou · said 2 times in 1 episodes since 2024 · across every show →

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brought up most by Sharon Zhou (2)

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2024 2 mentions in 1 episode

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Everything said about LoRA, oldest first

Jul 25, 2024 bullish
Prediction Not checkable as stated
Combining MoE and LoRA will eliminate big versus small model trade-offs
“And I do think that's the future so we can get something that is incredibly smart, incredibly huge, but with the latency cost and speed of something, something tiny. So no more big model versus small model paradigm. It's potentially one in the same.”
Sharon Zhou Jul 25, 2024 ▶ 32:24 Making AI Work: Fine-Tuning, Inference, Memory | Sharon Zhou, CEO, Lamini
Jul 25, 2024 positive
Assertion Partly supported
Fine-tuning a GPT-3 class model with LoRA provides a 10,000x efficiency boost
“I think for something like a GPD three level model, it's a 10,000 X speed up in efficiency while losing nearly not much at all in accuracy.”
Sharon Zhou Jul 25, 2024 ▶ 30:19 Making AI Work: Fine-Tuning, Inference, Memory | Sharon Zhou, CEO, Lamini
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