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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 #65452 · 04/13/2026, 09:22 AM

🚀 Bitcoin's Potential Valuation by 2050 Discussed by Strategist PANews posted on X (formerly Twitter) that strategist Mark Moss shared his insights on the future valuation of Bitcoin during a podcast. Moss projected that by 2050, Bitcoin could reach a value of $45 million. He further speculated that if Bitcoin were to replace the U.S. dollar as the global unit of account, its value might even soar to $500 million. Moss's predictions are based on several factors, including the anticipated growth of the global store of value basket, which he estimates will reach $80 trillion by 2050. He believes Bitcoin could potentially capture around 20% of this market share. Additionally, Moss highlighted the impact of a 50-year cycle of technological revolution and the geopolitical trend towards de-dollarization, suggesting that these elements could contribute to Bitcoin's significant valuation increase. #Bitcoin#Valuation #2050 #MarkMoss#FuturePrediction#Cryptocurrency#GlobalEconomy#StoreOfValue#DeDollarization#Geopolitics#TechnologicalRevolution#DigitalCurrency#BTC