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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
)
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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Quick legal and use a force analysis based upon the videos that are out now. New facts may come out, but this looks really bad from when I’ve seen. Minneapolis previously changed their use of force guidelines on shooting into moving vehicles too. ICE is a threat to the public.
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Quick legal and use a force analysis based upon the videos that are out now. New facts may come out, but this looks really bad from when I’ve seen. Minneapolis previously changed their use of force guidelines on shooting into moving vehicles too. ICE is a threat to the public.
时政
(
twitter.com)
00:01:36
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