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A new method was able to delete 40% of LLM layers with no drop in accuracy.
This makes them mich cheaper and faster.
The method combines pruning, quantization and PEFT.
They tested this across various open source models.
Each family of models had a maximum amount of layers…
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twitter.com
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由
Lior⚡
提交
A new method was able to delete 40% of LLM layers with no drop in accuracy.
This makes them mich cheaper and faster.
The method combines pruning, quantization and PEFT.
They tested this across various open source models.
Each family of models had a maximum amount of layers that could be deleted before accuracy dropped:
- Mistral - 30%
- Lama 70B - 40%
- Llama 13B - 50%
Great paper.
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Science, we have a problem.
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Science, we have a problem.
1) Four &a half years after the pandemic began, origin of the C19 virus remains unknown. It was likely due to an animal spillover involving the wildlife trade or a research-related leak. In sum all avail data is inconclusive. Science has NOT been able…
时政
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twitter.com)
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MJ Allen
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Liz Cheney on ABC: "I've been voting for 40 years. My first vote was for Ronald Reagan in 1984. I've never voted for a Democrat. It tells you the stakes in this election. Donald Trump presents a challenge and threat fundamentally to the republic. We see it on a daily basis.
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Liz Cheney on ABC: "I've been voting for 40 years. My first vote was for Ronald Reagan in 1984. I've never voted for a Democrat. It tells you the stakes in this election. Donald Trump presents a challenge and threat fundamentally to the republic. We see it on a daily basis.
时政
(
twitter.com)
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Footage shows Sarah Sands, a mother of five, just minutes after stabbing 77-year-old pedophile Michael Pleasted eight times after he abused one of her sons.
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Footage shows Sarah Sands, a mother of five, just minutes after stabbing 77-year-old pedophile Michael Pleasted eight times after he abused one of her sons.
She was jailed for three and a half years in 2015 but later saw the sentence increased to seven and a half years because
有趣
(
twitter.com)
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NEURALINK GIVES ALS PATIENT A VOICE LIKE NEVER BEFORE
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NEURALINK GIVES ALS PATIENT A VOICE LIKE NEVER BEFORE
Imagine being stuck in your own head with a thousand thoughts but no way to say them.
That was Brad G. Smith’s life with ALS until Neuralink stepped in with a chip that reads his brain signals.
Before this brain implant,
btc
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twitter.com)
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Maryna is Ukraine's first child to be fitted with a pediatric prosthesis.
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Maryna is Ukraine's first child to be fitted with a pediatric prosthesis.
In May 2022, a Russian missile struck the house in which she lived with her parents in the Kherson region. The child's leg was amputated above the knee at a hospital in Kryvyi Rih.
Today, 6-year-old Marina…
时政
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twitter.com)
00:00:38
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Noa Argamani, a half Chinese Israeli born, was kidnapped by Hamas on Saturday morning.
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Noa Argamani, a half Chinese Israeli born, was kidnapped by Hamas on Saturday morning.
Her father asks in tears: “On Thursday, October 12th, it will be Noa’s 26th birthday. Please help me deliver a message to her, and wish her a happy birthday. It would mean the world to me”…
时政
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twitter.com)
00:04:09