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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…
时政
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twitter.com)
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Lior⚡
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Some thoughts:
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Some thoughts:
- $10M today is the new $100M
- You need to lower your target price and secure your profit as soon as possible to adapt to the market.
- You might sell some coins too early, but you're more likely to hold them to zero. Everything is a matter of probability.
btc
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twitter.com)
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冷静冷静再冷静
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“I think Elon Musk’s actually quite reasonable. I think that when you're under so much pressure and really, there's an enormous amount of pressure, it's not that I'm the voice of reason, it's more like I'm helping Elon find his voice of reason, 'Let's slow down a little bit here.
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“I think Elon Musk’s actually quite reasonable. I think that when you're under so much pressure and really, there's an enormous amount of pressure, it's not that I'm the voice of reason, it's more like I'm helping Elon find his voice of reason, 'Let's slow down a little bit here.
btc
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twitter.com)
00:00:59
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Elon Musk
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Elon Musk
“I think overregulation has inhibited a tremendous amount of progress and innovation in Europe.
I call it the slow strangulation by overregulation because it's not like at any one moment you feel this is it, but the noose around the neck just gets a little tighter
btc
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twitter.com)
00:00:34
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Right now, Russian losses amount to no less than 1,000 killed per day – and this has been the case since December.
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Right now, Russian losses amount to no less than 1,000 killed per day – and this has been the case since December.
This is how Russia is essentially paying just to keep the war from ending. This is madness and it can only be stopped by combined forces – the forces of Europe and
时政
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twitter.com)
00:04:12
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🚨ELON MUSK: "It's disadvantageous for me to be in the govt, not advantageous. If I wasn't in the govt, I could push for things that are advantageous to my company.
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🚨ELON MUSK: "It's disadvantageous for me to be in the govt, not advantageous. If I wasn't in the govt, I could push for things that are advantageous to my company.
Everything I do is under extreme scrutiny. Every DOGE action is public. It's most amount of transparency ever"
btc
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twitter.com)
00:00:52
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This is my couch...I used Grok Vision to check if my plant’s getting the perfect amount of light for healthy growth.....
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This is my couch...I used Grok Vision to check if my plant’s getting the perfect amount of light for healthy growth.....
It did an amazing job... Got spot-on advice instantly
Absolutely love how simple Grok makes it
just point the phone, get instant insights, and done ✅
btc
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twitter.com)
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X Freeze
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I have been at xAI for what, a month and change and the amount of discussions I have seen focusing on improving the end-to-end user experience is insane.
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I have been at xAI for what, a month and change and the amount of discussions I have seen focusing on improving the end-to-end user experience is insane.
Not once have I seen anyone shill about what's coming. Everyone is busy building and most importantly focusing on improving
btc
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twitter.com)
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Gaurav