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LongNet
Scaling Transformers to 1,000,000,000 Tokens
PDF : https://arxiv.org/pdf/2307.02486.pdf
Imagine you're reading a long book. Normally, to understand the full context and details of the story, you'd need to remember all the details from the beginning to the end. This is a difficult task for most people, but it's even more challenging for computers. When dealing with large amounts of information like text, videos, or websites, current computer models have a hard time processing and understanding all the data at once, especially if they are very long or complex.
In this work, a new model, named LongNet, is being introduced. This model is like a super-powered reader that can handle much larger amounts of information, like a billion words or sentences, all at once. It uses a technique called dilated attention which is like a magnifying glass that can focus on important details without losing the big picture.
Why is this important? Here are three main reasons:
It's efficient: LongNet has a linear computation complexity. It's like being able to read a long book just as quickly as you can read a short article.
It's flexible: It can be used for training with extremely long sequences of information. Think of it as a marathon runner who can still sprint.
It's versatile: The dilated attention used by LongNet can be used in other models too. It's like adding a superpower to an existing superhero.
The introduction of LongNet could make computers much better at understanding and processing long and complex information. This could be used to analyze a whole collection of books, all the data on a website, or even the entire Internet. This could open up new possibilities in many areas like improving search engines, machine translation, and many more. It's like giving the computer the ability to read and understand everything that's written on the Internet.
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Alpha Mindset Mantra
Embrace Challenges, Cultivate Resilience, and Unleash Your Potential
This mantra and alpha mindset encourage you to approach challenges as opportunities for growth, tap into your inner strength and resilience, and unlock your untapped potential.
Embrace the mindset of seeing challenges as stepping stones towards your goals, knowing that they provide valuable learning experiences and opportunities for personal and professional development.
Cultivate resilience, stay determined, and believe in your ability to overcome obstacles.
By embracing challenges with an unwavering mindset and unleashing your potential, you can make remarkable progress and achieve greatness.
Positive communities to connect with:
cryptocoffeepod.nft @CryptoCoffeePod ran by Jess @CryptoNCoffeee
If you're interested in learning about the latest developments in tech and web3, then you definitely don't want to miss out on these amazing spaces and podcasts. They're a great way to stay up-to-date with the most cutting-edge trends and ideas in the industry.
I highly recommend checking out the shows on Friday mornings, as well as any other times that they're available. You can find more information about these events by checking out their thread or following their social media accounts.
UNDRGRND
IRL Gallery + NFT Marketplace + Publication:
http://undrgrnd.io
Great connector of the Art community. Go grab a membership for future drops. Growing and positive builder pushing forward the ethos
EverRise Community
I highly recommend EverRise to anyone looking to get involved in DeFi. Their platform is easy to use, secure, and offers a wide range of features and benefits that can help users maximize their investments. If you're looking to start building with EverRise today, you're making a wise choice that will surely pay off in the long run!
Another day another chance to sit on the bottom of the hill or climb towards your goals. Many times I ask myself “why keep doing this” when I am tired.
I have been working at this going on 6 years everyday. It’s cause what else is out there to do. This is business building and nothing is stopping you from also making that full circle back to web2. At the end of the day money spends so where you taste success is not the point. It’s the price you have to pay and the opportunities you come back with on you mission or journey.
We wish you all the success you can handle and promise that if you stay moving forward things will eventually catch up to your expectations.
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