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Source channel @githubtrending · Post #15314 · Dec 6
#python#brain_inspired_ai#deep_learning#large_language_models#reasoning The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems. https://github.com/sapientinc/HRM
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@trustedairdropsss · Post #101 · 09/19/2020, 09:04 AM
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@finsignal · Post #3432 · 08/01/2024, 06:55 AM
🙊 “On.. went.. on..” – we are learning to distinguish swear words from terms from the crypto world! Cryptocurrencies are an unusual and challenging market. Over the years, Cryptans have invented many words to describe what is happening around them. And we have compiled a dictionary of the most important of them for you: ➖#Wallets are a key vault for different cryptocurrencies. There is no crypt on the wallet itself, it is located in the blockchain and is assigned to your addresses. Wallets can be "cold" and "hot". ➖#DeFi – decentralized finance. Such crypto projects do not have a specific “manager” or “supervisor”. Interactions between users are managed by smart contracts. ➖#Smart contract - algorithms in the blockchain that control user actions and execute commands and conditions embedded in them. ➖#Proof-of-Work (POW, proof of work) is an algorithm for confirming transactions in the blockchain (achieving consensus) using the computing power of its participants (mining) ➖#Proof-of-Stake (POS, proof of stake) – all transactions in the blockchain are confirmed using cryptocurrency in the wallets of participants ➖#Staking – placement of POS-blockchain tokens in a wallet for a reward. The POS system needs coins to function. A more convenient and effective form is liquid staking. ➖#Gas – payment for transactions on the blockchain. When the activity on the network increases, so does the gas charge. ➖#Fork – updating/changing the blockchain: its technologies and rules ➖#Mixers are platforms that mix tokens of different users, hiding the history of transactions and previous owners. ➖#Bridges (cryptomostes, cross-chain bridges) is a service for transferring crypts from one blockchain to another. Without them, different blockchains and crypto projects cannot communicate with each other. ➖#NFT is a unique digital certificate confirming the ownership of a digital object: anything, but most often a song, a picture, an object from a game. ➖#Stablecoins are coins backed by reliable real assets (dollars, government bonds), and therefore stable in price: 1 to 1 with the dollar. ➖#Memcoins are often coins created “for fun". They are popular among speculators, but some coins “grow up” and try to create full-fledged projects. ➖#Profitability farming is earning money by providing your tokens for trading to other users in liquidity pools on a decentralized crypto exchange. ➖#Airdrop – free distribution of crypto project coins for user activity: try out the project, tell about it on social networks