Deep Seek in colab

 Sure! Here’s your blog post in a funny and engaging style. 🎉

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🔥 DeepSeek in Google Colab – The Ultimate Hacker’s Guide! 🔥

"Because why use your own GPU when you can borrow Google's for free?"

So, you wanna run DeepSeek on Google Colab without breaking the bank (or your laptop)? Buckle up, genius, because we’re about to hack—uh, I mean, legally use—Google’s free tier like absolute legends. 🚀

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🛠 Step 1: Summon the Colab Genie

• Log in to Google Colab like you own the place.
• Name your notebook something fancy. I recommend First.ipynb because, you know, creativity.

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🔧 Step 2: Summon a Terminal

A true hacker doesn't just click buttons—we type commands in a black box like it’s magic. 🧙‍♂️

Run this spell:

!pip install colab-xterm
%load_ext colabxterm
%xterm

💡 Pro Tip: If your screen suddenly goes black with green letters, congratulations! You’ve unlocked "Elite Hacker Mode." (Just kidding, it's just Colab being dramatic.)

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📡 Step 3: Downloading Ollama (Because We’re That Cool)

Once your XTerm (a.k.a. secret hacking window) opens, whisper these words:

curl https://ollama.ai/install.sh | sh

Boom! You just installed Ollama. Take a sip of coffee and feel powerful. ☕😎

Next, summon it like a digital demon:

!ollama serve &

If Colab starts whispering to you, don’t worry. That’s just the AI waking up.

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🧠 Step 4: Grab DeepSeek Like a Boss

!ollama pull deepseek-r1:1.5b

You just downloaded a 1.5B parameter AI model onto Google’s dime. Congrats! Jeff Bezos might be watching now. 👀

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💡 Step 5: Making DeepSeek Do Our Homework

Now, let’s make this AI actually work for us. 🛠

Install the secret sauce:

%pip install -U langchain-ollama

Then, whisper some ancient Python magic:

from langchain_core.prompts import ChatPromptTemplate
from langchain_ollama.llms import OllamaLLM

template = """Question: {question}
Answer: Let's think step by step."""

prompt = ChatPromptTemplate.from_template(template)
model = OllamaLLM(model="deepseek-r1:1.5b")
chain = prompt | model

chain.invoke({"question": "What is MoE in AI?"})

💥 BAM! Now you have DeepSeek thinking like an AI philosopher about Mixture of Experts (MoE).

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🤖 What Did DeepSeek Say?

DeepSeek: "Hmm, let me think… MoE could be Mixture of Experts, but what if it’s a top-secret AI term only known to five people on Earth? Maybe it’s a typo. Maybe I should just ask ChatGPT instead. Wait, I am the AI. OH NO, EXISTENTIAL CRISIS."

 

TL;DR? DeepSeek thinks way too much.

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🛑 Final Words: Did We Just Hack the AI Matrix?

• Google’s GPU? Borrowed.
• DeepSeek? Running.
• Our brains? Slightly confused but feeling powerful.

Now go forth, AI wizard. May your Colab instances last forever (or at least until Google shuts you down). ⚡💻

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🚀 Share this with your hacker friends before Google finds out! 😆