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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 #65278 · 04/12/2026, 01:44 PM

🚀 Ceasefire Prospects Viewed Skeptically by BTC OG Insider Garrett Jin, an agent for the 'BTC OG Insider Whale,' expressed skepticism about the prospects of a ceasefire, describing it as a 'sugar-coated poison.' According to BlockBeats, Jin argued that the market is operating under the assumption that a brief ceasefire could lead to lasting peace. However, he believes the likelihood of this outcome is less than 10%. Jin's reasoning is based on the incompatibility between the conditions proposed by Iran and the demands of the United States. He noted that no ceasefire terms have been executed within 24 hours, and historically, conflicts of this magnitude have never been resolved through a two-week pause. Jin suggests that the actual probability of a successful ceasefire is even lower than 10%. #Ceasefire#BTC#OGInsider#MarketSkepticism#GarrettJin#BlockBeats#IranUSConflict#PeaceProspects#WarPause#CeasefireSkepticism