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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…
时政
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twitter.com
)
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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A leaked maritime radio recording has surfaced showing a Chinese Navy warship experiencing what appears to be a complete failure of its radar and optical identification systems during operations.
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A leaked maritime radio recording has surfaced showing a Chinese Navy warship experiencing what appears to be a complete failure of its radar and optical identification systems during operations.
Despite a target being less than 3 kilometers away, the warship was unable to
时政
(
twitter.com)
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I'm teaching a new course! AI Python for Beginners is a series of four short courses that teach anyone to code, regardless of current technical skill. We are offering these courses free for a limited time.
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I'm teaching a new course! AI Python for Beginners is a series of four short courses that teach anyone to code, regardless of current technical skill. We are offering these courses free for a limited time.
Generative AI is transforming coding. This course teaches coding in a way
时政
(
twitter.com)
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FLASHBACK: Volodymyr Zelensky insists that his suspension of democratic institutions, including a free press, was a necessary wartime measure against Russian aggression. In reality, Zelensky had already begun shuttering television networks critical of his administration a full
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FLASHBACK: Volodymyr Zelensky insists that his suspension of democratic institutions, including a free press, was a necessary wartime measure against Russian aggression. In reality, Zelensky had already begun shuttering television networks critical of his administration a full
btc
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twitter.com)
•
@amuse