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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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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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Two years ago, the New York Times launched a media campaign against Shen Yun with a wave of baseless accusations.
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Two years ago, the New York Times launched a media campaign against Shen Yun with a wave of baseless accusations.
After a nearly two-year investigation, the New York State Department of Labor has found no wrongdoing in the wages paid or treatment of Shen Yun's performers.
The
时政
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twitter.com)
00:00:58
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