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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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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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July 20: when 🇹🇼 Nibun Chorus (尼布恩合唱團) won a gold medal for Category C27 “Folklore and Indigenous Music with Accompaniment” at the World Choir Games 2024 in Auckland, New Zealand, 🇨🇳 supporters / little pinks in the audience freaked out, hysterically yelling “China! China!
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July 20: when 🇹🇼 Nibun Chorus (尼布恩合唱團) won a gold medal for Category C27 “Folklore and Indigenous Music with Accompaniment” at the World Choir Games 2024 in Auckland, New Zealand, 🇨🇳 supporters / little pinks in the audience freaked out, hysterically yelling “China! China!
时政
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twitter.com)
00:00:34
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A young #Thailand activist "Bung" has died reportedly of cardiac arrest. She has been in detention for almost 4 months. She's believed to be the 1st activist to have died while in jail under this new PM #Srettha's government that has been in governance for ~8 months #บุ้งทะลุวัง
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A young #Thailand activist "Bung" has died reportedly of cardiac arrest. She has been in detention for almost 4 months. She's believed to be the 1st activist to have died while in jail under this new PM #Srettha's government that has been in governance for ~8 months #บุ้งทะลุวัง
时政
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twitter.com)
•
May Wong
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German President Frank-Walter Steinmeier:
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German President Frank-Walter Steinmeier:
"We must not allow ourselves to be paralyzed by the flood of announcements. We must not freeze in fear, or as the English saying goes, let's not be deers caught in the headlights. It is clear that the new American administration holds a
时政
(
twitter.com)
00:00:31
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