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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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Gemini Omni is a major leap in world understanding & multimodal editing! It can take photos, video & audio and build entirely new scenes. Over time it’ll be able to handle any input & any output - starting w/ video
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Gemini Omni is a major leap in world understanding & multimodal editing! It can take photos, video & audio and build entirely new scenes. Over time it’ll be able to handle any input & any output - starting w/ video
You can even give it your own videos & iterate on your ideas:
时政
(
twitter.com)
00:00:09
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Raccoon seems to nod in thanks to man who helped him escape dumpster
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Raccoon seems to nod in thanks to man who helped him escape dumpster
The video, filmed in New York, shows the man placing a plank of wood in just the right place to allow the cute animals to climb out of their predicament.
He later wrote online: "As I pulled into my driveway…
有趣
(
twitter.com)
00:00:45
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