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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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This is Isabella Gonzales. She was 19 years old, she was from the class of 2025 at Hebron High School. She and her family live in Carrollton, TX.
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This is Isabella Gonzales. She was 19 years old, she was from the class of 2025 at Hebron High School. She and her family live in Carrollton, TX.
On Friday July 17, 2026. Private Isabella Gonzales was killed in Jordan.
I did not have the honor knowing this outstanding young
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twitter.com)
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