Pick a task before a model
Choose a small job you can judge: rewriting a paragraph, extracting a list from sample notes, or explaining a short piece of code. Use made-up or public material for the first experiment. Save three examples and write down what a good answer would include.
This is an evaluation plan. It does not claim a particular model or computer has been benchmarked by crypt1k.
Check the whole data path
An application installed on your computer can still use a cloud model. Verify the model, any connected search tools, and the application’s data settings. Ollama, for example, distinguishes local execution from its cloud features. Its documentation describes how to disable cloud features with OLLAMA_NO_CLOUD=1 and restart the application.
Use the official quickstart and choose a downloadable local model suited to your hardware. Read the model’s license before using it in a project.
Keep the first experiment local
Ollama binds to the loopback address by default. Keep that default for a single-computer experiment. Opening the service to other devices is a separate access-control decision.
After installing the chosen model and configuring local-only operation, repeat your sample task without internet access. This is a useful check of offline operation, not a complete privacy audit of the application or device.
Measure what matters
For each sample, note the model name and version, response time, whether the answer is correct, and the amount of editing it needs. Run the same task more than once. Keep a failure example alongside the best result.
Reject answers that invent facts or miss essential details, even when they sound polished. Review commands and code before running them; do not give an experimental assistant automatic access to important files.
Keep or change the setup
Decide whether the results justify the storage, waiting time and maintenance. A modest local model that reliably handles one routine job can be useful. If the trial fails, change one variable at a time: the instructions, the model, or the task itself.