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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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Go! Announcements

@gorwachain_announcements · Post #1105 · 11/25/2025, 05:27 PM

🚀 Go! Nation, Interested in tokenized futures? We’re talking about a massive unlock: equities are ~$128T globally, and the broader futures/derivatives layer is $1 quadrillion+ in notional scale. That’s the playing field. Futures are like making a deal today on what something will cost later (like locking in the price of apples next week). Equities are just tiny pieces of companies. FuturesFi is Go!’s next step: putting U.S. index futures strategies on-chain so people can access them in smaller, modular, transparent, fully trackable digital contracts. Think: clearer exposure, better rails, and a path to modern financial infrastructure, without the old gatekeeping. FuturesFi is being designed to target low-single-digit monthly performance in modeled scenarios via U.S. index futures strategies. No guarantees, not live performance, and not an offer to sell securities, just early interest for product updates. Important compliance note: Go!/FuturesFi is not a broker-dealer. This is not an offer to sell securities and nothing here is investment advice, we’re simply collecting interest for early access + product updates. 👉 Join the interest list here: https://forms.gle/wFY1534X8xqSUUtf7 #FuturesFi#Agentic#AI#Tokenization#OnChainFinance#DigitalAssets#Assets#LetsGo