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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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twitter.com
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由
Lior⚡
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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 that could be deleted before accuracy dropped:
- Mistral - 30%
- Lama 70B - 40%
- Llama 13B - 50%
Great paper.
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She lost her bird and posted a reward online.
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She lost her bird and posted a reward online.
The internet told her it was soup.
Strangers sent fake photos, scam messages, and even a toy penguin—
all saying “this is your bird.”
In a society that teaches people not to care,
cruelty becomes entertainment,
and compassion becomes
时政
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twitter.com)
00:01:43
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A Heartwarming Scene on a Japanese Street
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A Heartwarming Scene on a Japanese Street
An elderly woman fainted on the sidewalk and was lifted to the roadside by a group of people working together, waiting for the ambulance to arrive and provide aid!
In Japan, the question isn't whether to help an elderly person—it's how
时政
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twitter.com)
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A stray dog rescue station in Zigong City, Sichuan Province, released a video stating that they rescued a stray dog.
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A stray dog rescue station in Zigong City, Sichuan Province, released a video stating that they rescued a stray dog.
After examination by the staff, it was found that all of this dog's teeth were suspected to have been deliberately ground down.
Due to long-term inability to
时政
(
twitter.com)
00:00:14
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Mainland Android phones: how viciously the ads are jammed in.
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Mainland Android phones: how viciously the ads are jammed in.
An old man was in a hurry to photograph some beautiful scenery (big festival lanterns at night). His phone just kept spitting out ads nonstop. For a full half minute he tapped more than a dozen times — still couldn’t
时政
(
twitter.com)
00:00:23
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