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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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I just bought my 6th and 7th Teslas... the new Y refresh and new Model X for family car.
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I just bought my 6th and 7th Teslas... the new Y refresh and new Model X for family car.
The first five are Roadster #00016 (which I still own), Model S #0000001 (which I also still own), Model X (which I sold), Model 3 (which I sold) and OG Model Y (which I will keep forever
btc
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twitter.com)
•
@jason
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