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… , page 142

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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
( twitter.com )

2年前由 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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1周内 1个月内 1年内全部时间

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Since the media is just parroting the russians without any investigative journalism. (Has that died these days?) Here is a nice long 🧵thread with some facts about the IL-76 that was shot down over russia.
First. The IL-76 was leaving Belgorod and heading away from #Ukraine
时政
( twitter.com)

2年前 • Sofia Ukraini 0 评论

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The Tremper Mound, about 5 miles from Portsmouth, Ohio, was excavated in 1915. Over 500 ceremonial objects were found in the mound along with 136 smoking pipes, many of which were exquisite animal effigies. The mound was made around 100 BC. These are a few of the effigy pipes.…
时政
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2年前 • Gregory L Little, Ed.D. 0 评论

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Eileithyia (Ilithyia) was the goddess of childbirth in Greek mythology, with the power to either help or hinder childbirth. She most famously played a role in the birth of Hercules and Apollo. Eileithyia was the daughter of Zeus and Hera and often sided with her mother to make…
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2年前 • ArchaeoHistories 0 评论

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Heartbreaking news. We’ve learned that Lior Rudaeff, who was believed to be held hostage, was murdered on October 7 and his body is being held by terrorists in Gaza.
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2年前 • Aviva Klompas 0 评论

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JULIAN ASSANGE IS FREE
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时政
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2年前 • WikiLeaks 0 评论

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On this day five years ago, during the 21 July attack at the #YuenLong metro station, pregnant women was attacked by the triads, and was left injured on the floor. In this video clip you can hear a #HongKong girl, capturing the brutality on camera, screaming helplessly and asking
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2年前 • The Committee for Freedom in Hong Kong Foundation • 下载视频 0 评论

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CPI inflation in China was flat month on month in September, coming in below expectations, and would have probably been in deflation without a rise in food prices. PPI inflation was also below expectations, down 0.6% month on month. None of this suggests any recovery in demand in
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2年前 • Michael Pettis 0 评论

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Mom Sofia and her son Adam were killed by the Russian strike on Zaporizhzhia yesterday. Adam was 1,5 years old.
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Deepest condolences.
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( twitter.com)

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Date night at the Diner was such a fun experience!
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btc
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1年前 • Kory Hearn 0 评论

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The first victim on 9/11 was Daniel Lewin, Israeli-born, former IDF special forces officer, and co-founder of
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( twitter.com)

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Journalist #SunLin was reportedly beaten to death by police during a raid on his Nanjing home & his family was denied access to his body. The Chairs call for an independent investigation of Sun’s death & urge member states to raise the case at the PRC’s upcoming #UPR review.
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“The inevitable commoditization of the iPod will drive Apple lower”
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2年前 • Bill Shope 0 评论

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And lest anyone believe the claim that no one anticipated the work was risky, the UNC/Wuhan project constructing novel viruses that combine spikes of one bat SARS virus with genomic backbones of other bat SARS viruses was criticized already in 2015 as likely to cause a pandemic
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2年前 • Richard H. Ebright 0 评论

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🇺🇸CATHERINE HERRIDGE: I WAS FIRED FROM CBS FOR ‘COMMITTING JOURNALISM’
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btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

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I’m horrified by the way President Zelensky was treated by Trump and Vance in their Oval Office meeting today. Once again, Ukraine is a democratic ally that was invaded by Russia.
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时政
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1年前 • U.S. Rep. Brittany Pettersen 0 评论

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JOE ROGAN: THINGS ARE BETTER THANKS TO ELON BUYING X
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( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

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Rhiannon Whyte wasn’t just murdered by an asylum seeker. She was murdered by a system that idly waved him through the border and stashed him in the hotel where she worked. She was murdered by MPs who did nothing to fix things and by campaigners demanding open borders.
btc
( twitter.com)

1年前 • Peter Hague 0 评论

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Maki Otsuki (52) was escorted off stage while performing at a concert in Shanghai on November 28, as the Chinese authorities continue to show their annoyance at the Japanese PM's comments. The stage lighting went off and the music was cut before two members of the stage crew came
时政
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11个月前 • J-Pop Project News 0 评论

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Media said Lloyd Austin was qualified to be SecDef and he gave us the botched Afghanistan withdrawal & 13 troops dead.
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时政
( twitter.com)

10个月前 • DC_Draino 0 评论

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The woman killed by ICE today was a poet. She won the 2020 Academy of American Poets, University & College Poetry Prize at Old Dominion University. This was her bio:
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时政
( twitter.com)

10个月前 • Jacqueline Sweet 0 评论

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Superior Chinese healthcare in action. Listen till the end.
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🕯️ Yevhen Malyshev(19) - Biathlete
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时政
( twitter.com)

9个月前 • Їne Back Їversen 0 评论

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#GaoZhen, a U.S. permanent resident, was on trial for artwork the #CCP seeks to criminalize and was accused of “slandering heroes and martyrs.” His U.S. citizen son has been under an “exit ban” since 2024. Both should be free to return to their home in the U.S..
Learn
时政
( twitter.com)

7个月前 • China Commission 0 评论

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In 1994, 26 year old model Anna Nicole Smith married 89 year old billionaire J. Howard Marshall II.
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有趣
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6个月前 • non aesthetic things 0 评论

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Wu Chi-wai was unjustly imprisoned by the Chinese Communist Party for his bravery whilst serving as the leader of Hong Kong’s Democratic Party.
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As a BNO passport
时政
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