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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 #4225 · 02/23/2025, 07:00 PM

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Major Events This Week in Crypto 🔍 Key Highlights from ForkLog's Weekly Digest: ➡️ Bitcoin continues bullish phase. ➡️ Bybit hit by the largest hack in crypto history. ➡️ Ethereum network shows signs of a ‘rollback’. ➡️ Analyst predicts the start of a selective alt season. ➡️ Positive changes at SEC beneficial for the industry. Read more: ForkLog #Bitcoin#Bybit#Ethereum#AltSeason#SEC#Crypto#Blockchain#News#MarketTrends#Investment#Finance#Analysis#Hack#CryptoIndustry#BearMarket#BullMarket#Regulation#DigitalAssets#Trading#Decentralization#VC

Crypto M - Crypto News

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

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🚀 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

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