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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 #65155 · 04/11/2026, 01:17 PM

🚀 U.S.–Iran Discussions Begin as Vice President Vance Leads Talks in Islamabad Key Takeaways JD Vance is leading high-stakes talks with Iran in Islamabad.Negotiations aim to stabilize the ceasefire and end the conflict.Talks are indirect and mediated by Pakistan amid deep mistrust.Key issues include Strait of Hormuz, sanctions, and nuclear program. Talks Officially Underway Discussions involving the United States and Iran have officially begun in Islamabad, with JD Vance heading the US delegation. The negotiations are part of a broader effort to extend a fragile ceasefire and potentially move toward a longer-term resolution of the conflict. Pakistan Acting as Mediator The talks are being hosted and mediated by Pakistan, which has played a central role in facilitating communication between both sides. Meetings are taking place under tight security conditionsDelegations are engaging through indirect channels, though direct talks may occurPakistani officials are coordinating between both sides to push toward progress High-Stakes Agenda Key topics under discussion include: Reopening the Strait of Hormuz (critical for global oil supply)Potential sanctions relief for IranLimits on Iran’s nuclear programBroader regional stability and ceasefire enforcement Tensions and Mistrust Remain High Despite the start of talks, major disagreements persist: Iran has set conditions, including halting certain military actionsThe US has maintained a firm stance and warned against delaysBoth sides remain cautious, reflecting deep geopolitical mistrust #USIranTalks#JDVance#Islamabad#PakistanMediating#Ceasefire#StraitOfHormuz#Sanctions#NuclearProgram#RegionalStability#GeopoliticalTensions#DiplomaticNegotiations#HighStakes