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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 #64893 · 04/10/2026, 07:25 AM

🚀 Oil Prices Rise Ahead of U.S.-Iran Talks, Remain Below $100 per Barrel Oil prices have increased but remain below $100 per barrel as the U.S. and Iran prepare for talks this weekend. According to Odaily, Emmanuel Belostrino, head of global crude oil and geopolitical market data at Kpler, stated that the outcome of the negotiations, particularly the possibility of establishing a viable shipping agreement, is crucial to alleviating the current backlog. During early European trading, both U.S. and Brent crude saw short-term gains, with prices at $99.7 and $97.6 per barrel, respectively. The Strait of Hormuz remains largely frozen, causing supply disruptions and maintaining market tension. Additionally, Iran's attack on Saudi Arabia's main export route, the East-West pipeline, has reduced its daily capacity by approximately 700,000 barrels. #OilPrices#USIranTalks#CrudeOil#BrentCrude#MarketTension#OilSupply#HormuzStrait#SaudiArabia#PipelineAttack#EnergyMarket