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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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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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Dentist Lee Ying-chi , one of the first persons arrested under #Article23 over allegation of sedition , was stopped at Wan Chai Station by a number of men. She was just now taken into a room next to the station control room by a group of ppl including some uniformed police.
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Dentist Lee Ying-chi , one of the first persons arrested under #Article23 over allegation of sedition , was stopped at Wan Chai Station by a number of men. She was just now taken into a room next to the station control room by a group of ppl including some uniformed police.
时政
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twitter.com)
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A soldier was buried one year and half after his death. Roman Shadlovsky died in March 2022 when the russians army entered in Bucha, His body was discovered 3 months after his death in a grave, with 6 others bodies. It took a year to confirm the soldier' Identity using DNA…
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A soldier was buried one year and half after his death. Roman Shadlovsky died in March 2022 when the russians army entered in Bucha, His body was discovered 3 months after his death in a grave, with 6 others bodies. It took a year to confirm the soldier' Identity using DNA…
时政
(
twitter.com)
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This is the moment a Holden Commodore - belonging to a L-plater hoon who was clocked at 253km/h on the North South Motorway - was crushed by police.
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This is the moment a Holden Commodore - belonging to a L-plater hoon who was clocked at 253km/h on the North South Motorway - was crushed by police.
The reckless driver has been jailed for the shocking incident, with police hoping it will send a message to other hoons who put…
时政
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twitter.com)
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Our team is super busy this week tracking multiple stories. One of them that surprised a lot was from Hefei. Beginning June 27, a protest in Hefei to oppose construction of a waste-transfer station. One thing that stood out for us was that we saw many more actual police in
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Our team is super busy this week tracking multiple stories. One of them that surprised a lot was from Hefei. Beginning June 27, a protest in Hefei to oppose construction of a waste-transfer station. One thing that stood out for us was that we saw many more actual police in
时政
(
twitter.com)
•
The Wall
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A netizen in Guangxi discovered that the little black dog at home had gone missing. After reviewing the surveillance footage, it was found that it was likely a dog meat vendor who, while the little black dog and the little white dog were "courting," used a rope to lasso the
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A netizen in Guangxi discovered that the little black dog at home had gone missing. After reviewing the surveillance footage, it was found that it was likely a dog meat vendor who, while the little black dog and the little white dog were "courting," used a rope to lasso the
时政
(
twitter.com)
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