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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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A Magic Capet a persistent autonomous logistics and mobility platform, a hybrid between a drone transport system and a hovering ground-effect vehicle.
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A Magic Capet a persistent autonomous logistics and mobility platform, a hybrid between a drone transport system and a hovering ground-effect vehicle.
Core Capabilities includes silent VTOL Mobility, Terrain-Independent Movement, Autonomous Navigation, Reduced RCS with modular
时政
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twitter.com)
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