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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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@cookingdish · Post #1021 · 11/21/2025, 02:05 PM

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Crispy Beef Tacos 🌮🔥 Easy, flavour-packed dinner! #beeftacos#foodtok#tacos#dinnerideas#easyrecipe Ingredients: * 350g minced beef * 1 large onion * 2 peppers * 1 pack tortilla wraps * 1 tsp salt * 1 tsp pepper * 1 tsp cumin * 1 tsp Cajun * 1 tsp oregano * 1 1/2 tsp garlic powder * 1 tsp smoked paprika * Tomato & garlic herb sauce * Olive oil * Water * Lettuce * Cherry tomatoes * Cucumber * Mayonnaise * Mozzarella cheese Method: 1. Sauté chopped onion and peppers in a little olive oil. 2. Add minced beef and cook until browned. 3. Season with salt, pepper, cumin, Cajun, oregano, garlic powder, and smoked paprika. 4. Add a splash of water + tomato & garlic herb sauce. Simmer until thickened. 5. Spoon the beef onto tortilla wraps, add mozzarella, fold, and lightly brush with oil. 6. Pan-fry or air fry until crispy and golden. 7. Serve with lettuce, cherry tomatoes, cucumber, and a drizzle of mayo. Enjoy your crispy, cheesy tacos! 😍🌮🔥 #dinner @dishes

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