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A new method was able to delete 40% of LLM layers with no drop in accuracy.
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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…
时政
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twitter.com)
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Lior⚡
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On April 5, during the Qingming Festival, Mao Xinyu (Mao’s Grandson) returned to Shaoshan, Xiangtan, Hunan Province, with his family to pay respects at the ancestral graves.
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On April 5, during the Qingming Festival, Mao Xinyu (Mao’s Grandson) returned to Shaoshan, Xiangtan, Hunan Province, with his family to pay respects at the ancestral graves.
During this time, a woman rushed up to Mao Xinyu, knelt before him, and held up a large sheet of paper.
时政
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twitter.com)
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> Netflix raised prices
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> Netflix raised prices
> Disney+ raised prices
> HBO Max raised prices
> Amazon just removed 4K from standard plan
> YouTube Premium now $15.99/month
> Family plan hit $26.99
> Average American spends ~$828/year on streaming
We are paying MORE, getting LESS, and watching ads
时政
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twitter.com)
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🥀March 8: Remember the Women of Iran
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🥀March 8: Remember the Women of Iran
Sogand Pakdel was a 27-year-old transgender woman from Fars Province, Iran, and an active supporter of the “woman, life, freedom” movement.
Long rejected and abused by her family for her gender identity, she lived estranged in Shiraz under
时政
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twitter.com)
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پریسا
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My family escaped Communism to come to the U.S.
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My family escaped Communism to come to the U.S.
Today in the Oval Office, I asked President Trump why he's warning Americans about Communism in a new statement. His response was powerful:
“You're going to get free rent, you're going to get free houses, you're going to get free
时政
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twitter.com)
00:06:39
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Elon Musk opposing the “Big Beautiful Bill” shouldn’t be a shock to anyone. He literally sat next to Donald Trump and explained we need to cut spending, not pass more spending
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Elon Musk opposing the “Big Beautiful Bill” shouldn’t be a shock to anyone. He literally sat next to Donald Trump and explained we need to cut spending, not pass more spending
Elon Musk explains how to end inflation and drop interest payments forever
“Provided the economy grows
btc
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twitter.com)
00:00:42