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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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由
Lior⚡
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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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BREAKING: YouTube announced a suite of AI tools for creators! From a dedicated video editing app and AI language dubbing to AI video generation and ideation. Here's the TL;DR:
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BREAKING: YouTube announced a suite of AI tools for creators! From a dedicated video editing app and AI language dubbing to AI video generation and ideation. Here's the TL;DR:
1. AI Video with Dream Screen - Visually transport yourself anywhere by typing a prompt. This new…
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twitter.com)
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I'm not a narcissist or an egoist.
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I'm not a narcissist or an egoist.
Do you know why Muhammad Ali was The Greatest?
Because he was never humble in his work.
If you are good at your work, never be humble.
I live a very humble life in my real life, both in character and spirit.
Yes, I'm very good at my works!
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Figen
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