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Source channel @githubtrending · Post #15432 · Jan 23

#jupyter_notebook#chinese_llm#chinese_nlp#finetune#generative_ai#instruct_gpt#instruction_set#llama#llm#lora#open_models#open_source#open_source_models#qlora AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy. https://github.com/lyogavin/airllm

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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #614 · 06/09/2024, 03:20 PM

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🤔What is cNFT cNFT is a young technology in TON that allows you to create NFT collections with thousands or even millions of items for the price of a single NFT mint. Using this technology, GetGems team has already conducted several NFT giveaways via the Pearls bot. For example, the Gemmy collection is a cNFT collection. 🎲 You can see the received cNFTs in your profile on #GetGems, but in order to sell or transfer such NFTs, they need to be claimed by paying a blockchain commission. 🙏 If you filled out forms from the #TONSociety, you may have already received a Soulbound #cNFT. Such cNFTs when claimed become Soulbound NFTs (#SBT) — a type of NFT that cannot be sold or transferred. These NFTs can act as an achievement or unique award that cannot be sold. ⚡️Boost | 🌐Twitter

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