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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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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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🚨 NEW: In an amazing gesture, newly-elected Japanese PM Takaichi is donating 250 CHERRY TREES for President Trump's Washington DC beautification!
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🚨 NEW: In an amazing gesture, newly-elected Japanese PM Takaichi is donating 250 CHERRY TREES for President Trump's Washington DC beautification!
"I will extend a gift of 250 cherry trees to Washington DC...I also understand Japanese fireworks will be shown in DC on July 4th
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Speaking to people I know inside Venezuela and they tell me armed gangs (basically paramilitary gangs allied to the government) are roaming the streets, arrests of journalists are taking place, and the new/old government is undergoing a wave of repression. Is this what the US
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Speaking to people I know inside Venezuela and they tell me armed gangs (basically paramilitary gangs allied to the government) are roaming the streets, arrests of journalists are taking place, and the new/old government is undergoing a wave of repression. Is this what the US
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Lulu NYT
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BREAKING:
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BREAKING:
New footage shows the bodies of more than a hundred murdered anti-regime protesters brought to the Kahrizak Forensic Medical Center in Tehran on January 8th.
It proves that the death toll in Iran is much higher than previously thought, and is likely in the thousands
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A new governance proposal is now live on the WLFI forum.
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A new governance proposal is now live on the WLFI forum.
The community is being asked to vote on enabling Staking for $WLFI token holders to incentivize participation in governance— one of the most significant steps forward in the evolution of $WLFI.
Read the proposal. Make
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WLFI
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Iran’s Nightmare Scenario: The Civil War That Could Topple the Regime.
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Iran’s Nightmare Scenario: The Civil War That Could Topple the Regime.
Iran’s Regime Change Scenario Has Begun And It Starts With the Kurds.
While the world focuses on U.S. and Israeli attacks on Iranian military targets, a new front may be opening inside Iran itself — the
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twitter.com)
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NEW: Tucker Carlson issues an apology for “helping get Donald Trump elected” and “misleading people” about him.
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NEW: Tucker Carlson issues an apology for “helping get Donald Trump elected” and “misleading people” about him.
Tucker says he and other Trump supporters bear real responsibility for the current situation and said they will be “tormented by it for a long time.”
“I want to say
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twitter.com)
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New: Why Should We Care About Rising Dissent in China?
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New: Why Should We Care About Rising Dissent in China?
We picture China as a place where no one dares speak out, but the reality is quite different. In 2025, despite one of the most sophisticated censorship machines on earth, workers protested over unpaid wages, homebuyers
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twitter.com)
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The success of $USD1 and the growing WLFI ecosystem is helping us launch a new $WLFI token buyback program to strengthen the WLFI ecosystem and governance.
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The success of $USD1 and the growing WLFI ecosystem is helping us launch a new $WLFI token buyback program to strengthen the WLFI ecosystem and governance.
We plan to fund buybacks with an initial allocation that may include fees earned from USD1 reserves and other sources.
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Jennifer Lopez: I am Puerto Rican and yes I was born here, and we are Americans. I am a mother. I am a sister. I am an actress and I like Hollywood endings and I like it when the good guy, or in this case the good girl wins. And with an understanding of our past, and our faith in
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Jennifer Lopez: I am Puerto Rican and yes I was born here, and we are Americans. I am a mother. I am a sister. I am an actress and I like Hollywood endings and I like it when the good guy, or in this case the good girl wins. And with an understanding of our past, and our faith in
时政
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twitter.com)
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