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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 M - Crypto News

@CryptoM · Post #65002 · 04/10/2026, 01:33 PM

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🚀 Arc Launches App Kits SDK with Cross-Chain Features Arc has introduced its App Kits SDK, offering functionalities such as cross-chain bridging, token exchange, and on-chain transfers, all of which can be integrated with less than 10 lines of code. According to Foresight News, the App Kits are built on USDC, CCTP, and Circle Wallets, and are compatible with third-party wallets and developers' own RPC nodes. The SDK includes a built-in revenue-sharing mechanism, allowing developers to configure profit-sharing directly within the transaction process without needing to deploy separate contracts. App Kits are now available for free and support permissionless access. #Arc#AppKits#SDK#CrossChain#Blockchain#USDC#CCTP#CircleWallet#Crypto#DeFi#Developers#Web3

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