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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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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.
点击图片查看原图
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Someone sent me a DM and offered me a very high fee to promote her page.
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Someone sent me a DM and offered me a very high fee to promote her page.
I was curious and took a look at her page.
The woman posted her naked pictures.
It's against my principles to promote such pages, even if they pay $100K.
I took a look at the comments, 90% of the comments
有趣
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twitter.com)
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Figen
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The way they slammed the door In Congresswoman Maxine Water’s face was extremely disturbing by ICE agents when she was trying to check on the conditions of the immigrants being held there.There’s a reason they don’t want any Democrats in there & it’s because it’s inhumane!😡
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The way they slammed the door In Congresswoman Maxine Water’s face was extremely disturbing by ICE agents when she was trying to check on the conditions of the immigrants being held there.There’s a reason they don’t want any Democrats in there & it’s because it’s inhumane!😡
时政
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twitter.com)
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1/4🧵Hamas Propaganda Exposed:
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1/4🧵Hamas Propaganda Exposed:
Mohammed Nazal was released from Ofer jail in Israel where he was servicing a sentence for terror-related offenses in exchange for the release of Israeli hostages.
Palestinians are alleging he had both his arms broken and smashed with hammers by…
时政
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twitter.com)
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It was just a sports match.
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It was just a sports match.
No flags needed. No politics required.
Yet when Japan’s Tomokazu Harimoto stepped up, his name was quietly left unannounced.
Not because he’s unknown — but because he used to be Chinese.
That silence said more than any insult ever could.
Sport is
时政
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twitter.com)
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