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A new method was able to delete 40% of LLM layers with no drop in accuracy.
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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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Everything is in a rhythmic flow of waves, circles and spirals in a beautiful universal dance. The spiral is nature's favoured form of transmitting its energy efficaciously, radiating outward and drawing inward simultaneously, infinitely and eternally...
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Everything is in a rhythmic flow of waves, circles and spirals in a beautiful universal dance. The spiral is nature's favoured form of transmitting its energy efficaciously, radiating outward and drawing inward simultaneously, infinitely and eternally...
📽 credit kuntbeats IG
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