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Chapter 06 · 15 minutes

First chat and real scenarios

Turn off the model's thinking out loud, ask useful questions, and learn where a small local model shines and where it falls over.

Goal

Have a real conversation, try it on everyday scenarios, and see its limits with your own eyes.

One setting first: Reasoning off

Qwen3.5 models "think out loud" before answering by default. Great for puzzles, slow for chat, especially without a graphics card. Jan has a Reasoning control with auto, on and off. Set it to Off for this chapter.

Source: Qwen3.5 model card (thinking on by default) and Jan v0.8.8 (reasoning control).

Your first chat

  1. Click New Chat.
  2. Pick Qwen3.5-2B in the model picker.
  3. Set Reasoning to Off.
  4. Ask: Explain what a CPU does, like I am 12.

The first answer is slower because the model is loading into memory. Then it speeds up.

Scenarios to try

WhoTry this
StudentQuiz me with 5 questions on photosynthesis. Wait for my answer each time.
Job hunterI have an interview for a data analyst internship tomorrow. Give me 5 likely questions and a short tip for each.
Office workerRewrite this email to sound polite but firm: (paste a draft)
Small businessWrite a WhatsApp message announcing our Diwali offer, under 50 words.
DeveloperExplain this error and suggest a fix: (paste an error message)
Privacy-mindedyour three things from chapter 01

Where it falls over

Try these on purpose, so you know:

  • Who won the most recent cricket World Cup? It does not know recent events, and may answer confidently anyway.
  • What is 4,837 × 2,961? Small models are bad at exact arithmetic. Use a calculator.
  • Ask the same factual question twice in new chats. The answers may differ.

Rule of thumb: treat it like a smart friend, not like a doctor, lawyer or search engine.

See your laptop working

While an answer is being written:

  • Windows: Task Manager → Performance. CPU or GPU jumps.
  • Mac: Activity Monitor → CPU or GPU history (Window → GPU History).

That is your laptop doing what a data centre usually does.

Check it works

You got sensible answers to at least three scenarios, and you saw one wrong or made-up answer.

Exercise

Turn Reasoning to On and ask the arithmetic question again. Compare the wait and the answer with Reasoning off. When is the wait worth it?