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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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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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🚨 NEW REPORT 🚨
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🚨 NEW REPORT 🚨
Our new report 'Singing from the CCP’s songsheet' charts how the CCP cultivates international students in China, offers prize money and is creating multilingual studios to push its narratives.
These influencers promote the CCP’s ‘main melody’—in line with its…
时政
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twitter.com)
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ASPI