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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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“Russia is not going to roll over Ukraine and take the whole country,” — Rubio
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“Russia is not going to roll over Ukraine and take the whole country,” — Rubio
Drop your favorite “Russia wasn’t going to, but then oops it did anyway” in the replies.
Some classics to start with:
▪️“Russia has no plans to invade Ukraine” — Lavrov, Dec 2021
▪️“We do not strike
时政
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twitter.com)
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Grok 4.1 Fast just made a nearly 3X jump in long-context accuracy
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Grok 4.1 Fast just made a nearly 3X jump in long-context accuracy
A key challenge for AI models is that as chats get longer, most AIs forget. They lose the thread, make stuff up, or drop instructions.
Grok 4.1 Fast fixes this. And it’s a huge deal.
It was specifically trained
btc
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twitter.com)
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X Freeze
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Harry Enten: “Donald Trump took a beautiful swan and turned it into an ugly duckling as far as the American people are concerned…
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Harry Enten: “Donald Trump took a beautiful swan and turned it into an ugly duckling as far as the American people are concerned…
Take a look at the independents! They go from plus seven, way, way, way down off the screen to minus 30 points! That’s a 37-point drop in the net
时政
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twitter.com)
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