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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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Lior⚡
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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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Evolutionary biologist and outspoken atheist Richard Dawkins says that after spending three days interacting with Claude, which he calls “Claudia,” he is certain that it is conscious.
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Evolutionary biologist and outspoken atheist Richard Dawkins says that after spending three days interacting with Claude, which he calls “Claudia,” he is certain that it is conscious.
After feeding the LLM a segment of his new book and receiving detailed feedback, Dawkins was
时政
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twitter.com)
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AF Post
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Disclaimer: This video contains distressing footage. Viewer discretion is advised.
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Disclaimer: This video contains distressing footage. Viewer discretion is advised.
Tibetan activist Loga Rangzen self-immolated outside the UN headquarters in New York after a live appeal for Tibetan independence and unity. He was taken to Bellevue hospital where he passed away.
时政
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twitter.com)
00:06:09
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🚨BREAKING: An ICE agent was filmed sitting on top of a man and repeatedly punching him in the head during an arrest in Plainfield, New Jersey.
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🚨BREAKING: An ICE agent was filmed sitting on top of a man and repeatedly punching him in the head during an arrest in Plainfield, New Jersey.
In the video, three ICE agents are already on top of the man. One agent is holding his legs, another is sitting on him, and a third is
时政
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twitter.com)
00:02:25
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Putin’s forces killed a baby in her stroller on a playground. Her name was Angelina.
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Putin’s forces killed a baby in her stroller on a playground. Her name was Angelina.
She was just over a year old when a Russian Shahed drone struck a park in Kharkiv region.
Her mother, Inna, later died in hospital. An 11-year-old girl was also killed. Six people died in
时政
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twitter.com)
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KyivPost