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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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TON Crypto News

@toncoin_rap · Post #179 · 09/27/2024, 01:50 PM

🎧⤴ ✈️Telegram’s Billion Users Set to Enter Web3 with Bitget’s OmniConnect – Game-Changer for Blockchain Integration Bitget Wallet has launched OmniConnect, an SDK that allows Telegram’s Mini-Apps to interact with 500+ blockchains, including Solana, TON, and EVM-compatible networks. ► Full News (Expand) Chorus: Bitget’s the key, unlocking the gate, Telegram flows, Web3’s our fate. From Solana to EVM, we transcend, Blockchain’s the wave, no need to pretend. Verse 1: OmniConnect dropped, it’s a brand new day, Telegram’s Mini-Apps leading the way. A billion strong, ready to dive, In this Web3 world, we’re coming alive. No more limits, chains unite, Solana, TON, now feeling the hype. Transactions smooth, signatures signed, Blockchain’s the future, leave doubt behind. Chorus: Bitget’s the key, unlocking the gate, Telegram flows, Web3’s our fate. From Solana to EVM, we transcend, Blockchain’s the wave, no need to pretend. Verse 2: Dev tools stacked, the future’s bright, Mini-Apps thrive, in multichain flight. From gasless trades, to bots that scale, Bitget’s moves, you know they won’t fail. August came, with millions onboard, Global downloads, breaking the cord. Secure logins, Google and Mail, This is the story, we’re here to prevail. Chorus: Bitget’s the key, unlocking the gate, Telegram flows, Web3’s our fate. From Solana to EVM, we transcend, Blockchain’s the wave, no need to pretend. Verse 3: Trading in wallets, social connect, No gas fees now, what you expect? The ecosystem’s growing, feel the rise, Web3’s here, open your eyes. Devs are building, ready to soar, Bitget’s tools open the door. From DeFi to games, there’s no divide, With OmniConnect, it’s a global ride. Chorus: Bitget’s the key, unlocking the gate, Telegram flows, Web3’s our fate. From Solana to EVM, we transcend, Blockchain’s the wave, no need to pretend. Bridge: We’re bridging the chains, we’re crossing the lines, Telegram’s power in these modern times. A billion users, ready to fly, Web3’s calling, the limit’s the sky. #Web3Adoption#OmniConnect#BitgetWallet #TONCryptoNewsRapStyle 🎧@toncoin_rap