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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
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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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China just publicly showed off its new “Vehicle-Mounted Electromagnetic Aircraft Launch System” for the first time.
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China just publicly showed off its new “Vehicle-Mounted Electromagnetic Aircraft Launch System” for the first time.
A bunch of ordinary-looking trucks rapidly assembled into a modular electromagnetic catapult that can supposedly launch multiple large drones in quick succession.
时政
(
twitter.com)
00:00:11
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