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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.
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🚨NEW: DOGE team says that there was a $4B COVID fund in the Department of Education that had NO RECEIPTS REQUIRED so Government employees could draw down on it and used the money for PARTIES and to rent out venues like Caesars Palace, etc.
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🚨NEW: DOGE team says that there was a $4B COVID fund in the Department of Education that had NO RECEIPTS REQUIRED so Government employees could draw down on it and used the money for PARTIES and to rent out venues like Caesars Palace, etc.
When DOGE mandated receipts to be
btc
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twitter.com)
00:01:44
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There’s no asset in the world better than ETH for killing whales.
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There’s no asset in the world better than ETH for killing whales.
I realized this earlier this year when ETH crashed from 4k to 1.5K, after I watched a lot of whales get liquidated at prices they thought were absolutely safe.
The rebound from the lows back to new highs was
btc
(
twitter.com)
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冷静冷静再冷静
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A large amount of my X feed includes people from multiple sides of the Twittersphere expressing how they're over X at this point
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A large amount of my X feed includes people from multiple sides of the Twittersphere expressing how they're over X at this point
They were here for something X was uniquely known for that X no longer offers and fails to successfully offer anything new or different
I wonder if
时政
(
twitter.com)
•
gorl
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US Citizen detained by ICE: Clearly it didn't matter that I was a citizen, or a veteran, or that I identified who I was. They ignored everything I said, and they just they broke my window and they dragged me out. I let them know that I was a veteran and I wasn't doing anything
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US Citizen detained by ICE: Clearly it didn't matter that I was a citizen, or a veteran, or that I identified who I was. They ignored everything I said, and they just they broke my window and they dragged me out. I let them know that I was a veteran and I wasn't doing anything
时政
(
twitter.com)
00:02:31
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