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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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On the evening of September 24, China Action, a New York–based human rights organization, held a peaceful protest in front of the Chinese Embassy in Washington, D.C.
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On the evening of September 24, China Action, a New York–based human rights organization, held a peaceful protest in front of the Chinese Embassy in Washington, D.C.
During the protest, individuals from the Chinese Embassy allegedly physically attacked participants. The vehicle
时政
(
twitter.com)
00:02:38
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On the evening of September 24, China Action, a New York–based human rights organization, held a peaceful protest in front of the Chinese Embassy in Washington, D.C.
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On the evening of September 24, China Action, a New York–based human rights organization, held a peaceful protest in front of the Chinese Embassy in Washington, D.C.
During the protest, individuals from the Chinese Embassy allegedly physically attacked participants. At least one
时政
(
twitter.com)
00:00:34
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