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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⚡
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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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NEW: Mitch McConnell's office has released a photo of the senator, the first since he was hospitalized on June 14.
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NEW: Mitch McConnell's office has released a photo of the senator, the first since he was hospitalized on June 14.
His doctor says McConnell suffered minor injuries from a fall at home and then developed pneumonia, which was treated with antibiotics.
In a statement, McConnell
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twitter.com)
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BNO News
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