#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer
You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4].
https://github.com/rasbt/LLMs-from-scratch
#Desert
Iced Fudge Brownies
22p 342kcal/p
Brownie 240g butter 360g semi-sweet chocolate 200g sugar 1tbsp vanilla extract 1tbsp instant coffee granules 4 L eggs room temperature 62.5g all-purpose flour 43g cocoa powder 1tsp baking powder
CHOCOLATE ICING 110g butter, at room temperature 360g powdered sugar 43g cocoa powder 2tsp vanilla extract 60g warmed milk sprinkles, for decorating (opt)
Instructions
1. 9×13 inch pan w/paper 2. melt the butter & 3/4 chocolate chips until smooth. Stir in the sugar, vanilla, and instant coffee. 3. whisk 4 eggs, add into the chocolate mix. Add the flour, cocoa powder, and baking powder. Stir until just combined. Stir in the remaining 1/4 chocolate chips. Spread into baking pan.
175°C 28-30min. Cool. 4. make the icing. Mix the butter, powdered sugar, cocoa powder, vanilla, and 1/4 cup warm milk until smooth, adding additional warm milk until the frosting becomes thicker. Add more sugar if needed. Spread the icing over the bars.
Decorate with sprinkles.
Kinder Rice Krispie bar
60g salted or unsalted butter
300g mini marshmallows
125g Rice Krispies
24 mini Kinder chocolate bars, 8 (100g) for the base, 16 (200g) for the topping Optional: Kinder halves to decorate
Tin size: 8x8"
#Desert
🌎 In Australia’s dry grasslands, the spinifex hopping mouse leaps up to 3 meters in a single bound—over 10 times its body length! Powerful back legs and long tails help it escape predators and thrive in deserts where water is scarce. ✨
#animals⚡#adaptation⚡#desert
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