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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 #564 · 10/30/2024, 02:38 PM

🍝 Roasted Vegetables Pasta(4 servings) 🥕 Ingredients 🌶️ 2 peppers 🍅 12 cherry tomatoes 🍄 150 g mushrooms 🧅 3 onions 🧄 6 cloves of garlic 🥒 1/2 zucchini 🧄 Marinade 🫒 Oil as desired 🌶️ 1 tsp chili 🧂 1 tsp salt 🌶️ 1 tbsp paprika 🌿 1 tbsp oregano 🌿 1 tbsp thyme 🖤 Pepper to taste 🥫Sauce 🌱 200 g vegan cream cheese 🍅 2 tbsp tomato paste 🌿 2 handfuls of fresh basil 💧 2 tbsp pasta water 🍇 1 tbsp balsamic vinegar #VeganPasta#RoastedVeggies#PlantBased#HealthyEats @dishes

Dishes.Cooking.Food

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

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

Dishes.Cooking.Food

@cookingdish · Post #592 · 11/25/2024, 02:18 PM

Roasted Zucchini Pepper Pasta🍝🥒🌶️ Ingredients: 🥒 1 zucchini, grated 🌶️ 1 bell pepper 🧅 3 shallots 🧀 100 g cream cheese 🍁 40 ml maple syrup 🧂 1 tsp salt 🫒 Oil as desired 🌿 1 handful of parsley, chopped 🍝 250 g pasta Preparation: 1️⃣ Put zucchini, bell pepper, and onions in a casserole dish 🥘. 2️⃣ Add cream cheese 🧀, oil 🫒, maple syrup 🍁, and salt 🧂. 3️⃣ Roast everything in the oven for 35 minutes (top/bottom heat) 🔥. 4️⃣ Cook the pasta 🍝. 5️⃣ Mix the roasted vegetables, pasta, and parsley 🌿. Enjoy! 😋 #EasyRecipes#VegetarianPasta#RoastedVeggies#ZucchiniLovers#QuickMeals#ComfortFood @dishes