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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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Elon Musk: What we're about to embark upon is not merely a new chapter of the future of Tesla, but a whole new book and Optimus is a fundamental part of that
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Elon Musk: What we're about to embark upon is not merely a new chapter of the future of Tesla, but a whole new book and Optimus is a fundamental part of that
The scale of Optimus, like I said, that's really going to be something else
I think it's going to be the biggest product
btc
(
twitter.com)
00:01:24
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