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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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twitter.com)
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Lior⚡
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NEW: #Ukrainian armored vehicles are operating beyond the final line of the #Russian defensive layer that Ukrainian forces in western #Zaporizhia Oblast are currently penetrating, although ISW is not yet prepared to assess that Ukrainian forces have broken fully through this…
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NEW: #Ukrainian armored vehicles are operating beyond the final line of the #Russian defensive layer that Ukrainian forces in western #Zaporizhia Oblast are currently penetrating, although ISW is not yet prepared to assess that Ukrainian forces have broken fully through this…
时政
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twitter.com)
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ISW
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