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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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由
Lior⚡
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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 that could be deleted before accuracy dropped:
- Mistral - 30%
- Lama 70B - 40%
- Llama 13B - 50%
Great paper.
点击图片查看原图
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On the 16th of July, 1945, the US Army carried out 'Trinity', the first-ever nuclear weapons test.
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On the 16th of July, 1945, the US Army carried out 'Trinity', the first-ever nuclear weapons test.
'The Gadget' was detonated, with a yield equivalent to 25 kilotons of TNT, in the desert of New Mexico.
Three weeks later, the nuclear bomb 'Little Boy' was dropped on Hiroshima.
时政
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twitter.com)
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I spoke at a pro-peace vigil in San Francisco where people from diverse backgrounds, including Israelis, Palestinians & Arabs shared their perspectives & grievances. The goal was to listen to one another & seek common ground across our disagreements to promote a new path forward.
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I spoke at a pro-peace vigil in San Francisco where people from diverse backgrounds, including Israelis, Palestinians & Arabs shared their perspectives & grievances. The goal was to listen to one another & seek common ground across our disagreements to promote a new path forward.
时政
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twitter.com)
00:05:39
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For the first time, our new economic policy program "Made in Ukraine" was discussed at a regional meeting in Sumy. This year, there are significant financial resources available for all regions of our state, including the Sumy region, which is guaranteed.
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For the first time, our new economic policy program "Made in Ukraine" was discussed at a regional meeting in Sumy. This year, there are significant financial resources available for all regions of our state, including the Sumy region, which is guaranteed.
As a result of today's…
时政
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twitter.com)
00:04:12
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NEW: Dr. Oz drops bombshells on the massive waste, fraud, and abuse bleeding Medicare and Medicaid—exposing a system that’s losing billions while nobody’s watching the books.
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NEW: Dr. Oz drops bombshells on the massive waste, fraud, and abuse bleeding Medicare and Medicaid—exposing a system that’s losing billions while nobody’s watching the books.
“Let me give you some numbers, and I’m going to keep you up tonight.”
What followed was a cascade of
btc
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twitter.com)
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Reports of this incident went viral on 🇨🇳 social media a few days ago… During a demo of Huawei’s new LLM for text-to-image generation (generative AI) at the company’s Kunpeng Ascend Developer Conference on May 10, the presenter reportedly hit CTRL-C and some Python code was
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Reports of this incident went viral on 🇨🇳 social media a few days ago… During a demo of Huawei’s new LLM for text-to-image generation (generative AI) at the company’s Kunpeng Ascend Developer Conference on May 10, the presenter reportedly hit CTRL-C and some Python code was
时政
(
twitter.com)
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NEW: Elon Musk and Joe Rogan discuss George Soros and the multi-billion dollar fraud of government-funded non-governmental organizations (NGOs).
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NEW: Elon Musk and Joe Rogan discuss George Soros and the multi-billion dollar fraud of government-funded non-governmental organizations (NGOs).
"We saw one person getting $1.9 billion sent to their NGO, which was formed a year ago and had no prior activity."
"If you have a
btc
(
twitter.com)
00:04:04
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