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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⚡
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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BREAKING: Russia claims President Vladimir Putin’s residence was attacked by Ukraine.
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BREAKING: Russia claims President Vladimir Putin’s residence was attacked by Ukraine.
Putin tells President Trump his home was struck. Ukrainian President Volodymyr Zelenskyy spoke out against the claims online, calling it "typical Russian lies" to try to justify additional
时政
(
twitter.com)
•
Fox News
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