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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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Dishes.Cooking.Food

@cookingdish · Post #612 · 12/13/2024, 03:15 PM

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Roasted Tomato Cheese Burrito 🌯🍅🧀 Recipe for 2 portions: Oven vegetables: 🍅🌶️🧅 - 4 tomatoes 🍅 - 1 large bell pepper 🌶️ - 2 red onions 🧅 - 35 cherry tomatoes 🍅 Seasoning: 🫙✨ - Oil to taste 🫒 - 1 tsp salt 🧂 - 1 tsp Italian herbs 🌿 Other ingredients: 🌯🧀 - 2 large wraps 🌯 - 200g vegan sprinkled cheese 🧀 Toppings: 🌱✨ - Fresh basil 🌱 - Fried onions 🧅 - Vegan mayo 🥪 Steps: 1️⃣ Roast vegetables for a smoky flavor 🔥. 2️⃣ Fill the wrap with roasted goodness and vegan cheese 🧀. 3️⃣ Add toppings for the ultimate burrito experience 🌟. #VeganBurrito#PlantBasedEats#RoastedVeggies#VeganCheese @dishes

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Dishes.Cooking.Food

@cookingdish · Post #609 · 12/10/2024, 03:50 PM

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Mashed Christmas Potatoes 🎄🥔 ✨Recipe for 2 servings Ingredients: Mashed potatoes: 🥔 - 500 g potatoes 🥔 - Vegan cream to taste 🥛 - 2 tbsp vegan butter 🧈 - 1/2 tsp nutmeg 🌰 - 1 tsp salt 🧂 - 1/2 tsp pepper 🌶️ Mince: 🍳 - Oil for frying 🛢️ - 120 g soy granules 🌱 - 400 ml vegetable stock 🥕 - 80 g walnuts, chopped 🌰 - 1 onion 🧅 - 1 tsp smoked paprika 🌶️ - 3 tbsp soy sauce 🍶 - 1 tbsp maple syrup 🍁 - 1 tbsp tomato puree 🍅 - 1 tbsp mustard 🌟 Toppings: 🌟 - Red cabbage 🥬 - Parsley 🌿 - Vegan gravy 🫙 #VeganChristmas#ComfortFood#MashedPotatoes#HolidayRecipe#PlantBasedEats#FestiveVibes#FoodieFavorites @dishes

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