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Source channel @githubtrending · Post #15432 · Jan 23

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#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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Venezuelanalysis

@venanalysis · Post #2075 · 08/25/2025, 09:40 PM

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📰 NEWS | Venezuela: Turkish Investors to Take Over State-Owned Sugar Mills Under ‘Strategic Alliances’ Venezuela has signed agreements with Turkish investors to manage three state-owned sugar mills — Central Venezuela (Zulia state), Santa Clara (Yaracuy state), and Ezequiel Zamora (Barinas state) — as part of new 'strategic alliances,' Agriculture Minister Julio León announced. Authorities have not disclosed further details. Previous experiences with similar alliances in the countryside have raised concerns among campesinos regarding transparency and impacts on small-scale producers. 🔗 Read the full report here: https://shorturl.at/pwPmt #Peasants#Campesinos#PrivateSector#Sugar

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