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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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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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And, Dr. Mashudu and his medical team developed a surgical procedure using 3D-printed middle ear bones. The procedure cures conductive hearing loss, a middle ear problem caused by congenital birth defects, infection, trauma or metabolic diseases.
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And, Dr. Mashudu and his medical team developed a surgical procedure using 3D-printed middle ear bones. The procedure cures conductive hearing loss, a middle ear problem caused by congenital birth defects, infection, trauma or metabolic diseases.
The team was from the University
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#2024June4 A senior resident showing two hand-written posters listing democracy movements in mainland China, HK and Taiwan alongside with a poem to commemorate June 4 was taken away by police although he folded his papers after police warned arrest over “disorderly conducts”.
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#2024June4 A senior resident showing two hand-written posters listing democracy movements in mainland China, HK and Taiwan alongside with a poem to commemorate June 4 was taken away by police although he folded his papers after police warned arrest over “disorderly conducts”.
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