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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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EdgeMarket.AI 📣

@edgemarketai · Post #8024 · 03/09/2026, 06:12 PM

Everyone is asking the same thing 👀🔥 Could June 14 become the most unexpected crossover event in modern media? Not because of sport alone. Because when politics + spectacle + attention collide, probability moves fast. This is where EdgeMarket watches signal before certainty. What starts as a joke online sometimes becomes the next major headline. Would you rate this impossible… unlikely… or already moving? 📊⚡ #EdgeMarket#AI#FutureSignals#NarrativeShift#June14

EdgeMarket.AI 📣

@edgemarketai · Post #8009 · 02/27/2026, 12:43 PM

Markets move on signals. Reality moves on decisions. A single announcement could reshape geopolitics, energy prices, defense markets, and global risk appetite. The question isn’t what you think it’s what happens next. EdgeMarket tracks real-world outcomes, not opinions. Will a Ukraine peace deal be announced by February 28? #Geopolitics#GlobalRisk#PredictionMarkets#DecisionIntelligence#Ukraine#USPolitics#EdgeMarket#FutureSignals#Macro