Coding / Intermediate

Build a local coding stack

Connect Qwen2.5 Coder to a local Ollama endpoint and your coding tools.

Not yet tested
LOCALCLOUD
This is a source-based starting point. We haven’t independently tested this workflow yet. Source-based estimates are separate from our test results. Measured speed and our verdict will appear after a reproducible test.

Before you begin

Difficulty
Intermediate
Time required
Not yet tested
Software
Ollama, Cline
Hardware
Not yet tested
Required VRAM
Not yet tested
Dependencies
See official setup guide
Read the official setup guide

The workflow

1

Start with the model

Install Ollama, then download the coding model.

ollama run qwen2.5-coder:7b
2

Connect your editor

In Cline, select Ollama as the provider and use http://localhost:11434. Select your installed model.

3

Try a small task

Use a disposable repository first. Review generated changes and keep tool approval enabled. Tool reliability in this setup has not yet been tested.

When it doesn’t go to plan

The editor cannot find the model

Confirm Ollama is running and the provider address and model name match your local installation.

The model behind this workflow

Qwen2.5 Coder · 7B

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