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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 #65279 · 04/12/2026, 02:14 PM

🚀 Key Economic and Regulatory Events in the Crypto Space Next Week PANews posted on X (formerly Twitter) that significant economic and regulatory events are scheduled for the upcoming week. The U.S. Federal Reserve is set to release its Beige Book, which provides insights into the current economic conditions. Additionally, the U.S. Senate Banking Committee will hold a hearing to consider the nomination of Kevin Warsh as the new Federal Reserve Chair. These events are expected to influence market dynamics. For more details, visit the PA event calendar to stay updated on key market trends. #Crypto#EconomicEvents#RegulatoryEvents#USFederalReserve#BeigeBook#SenateBankingCommittee#KevinWarsh#MarketTrends#CryptoSpace

Crypto M - Crypto News

@CryptoM · Post #64488 · 04/09/2026, 02:45 AM

🚀 Crypto Industry Faces Severe Challenges Similar to 2019 The cryptocurrency sector is experiencing significant difficulties reminiscent of the extreme downturn in 2019. According to PANews, the industry is grappling with a severe lack of secondary market liquidity, a freeze in primary investment and financing activities, and a notable loss of talent. These challenges are contributing to a harsh environment for businesses and individuals involved in the crypto space. #CryptoIndustry#Challenges#2019Downturn#SecondaryMarketLiquidity#InvestmentFreeze#TalentLoss#CryptoBusinesses#CryptoSpace