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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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Venture Village Wall 🦄

@venturevillagewall · Post #4278 · 03/01/2025, 01:00 PM

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CME Launches Solana Futures on March 17 CME Group, the largest derivatives exchange, plans to launch cash-settled Solana (SOL) futures on March 17, 2025, pending regulatory approval. The offering will include micro contracts (25 SOL) and standard contracts (500 SOL) to attract both retail and institutional traders, aiming to enhance market legitimacy and liquidity. This follows a 73% growth in crypto trading volume. Additionally, several futures-based ETFs linked to Solana await SEC approval. Market responses and regulatory decisions are critical as the launch date approaches. Read more: CME Group News #CME#Solana#Futures#Crypto#ETFs#SEC#TradFi#MicroContracts#InstitutionalInvestors#Volatility#Liquidity#MarketLegitimacy#BTC#ETH#SOL#Investment#Trading#MarketTrends#CryptoVolume#USDD#WhaleAlert

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#cme #solana #futures #crypto #etfs #sec #tradfi #microcontracts #institutionalinvestors #volatility #liquidity #marketlegitimacy #btc #eth #sol #investment #trading #markettrends #cryptovolume #usdd #whalealert