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Courses/Modelfile and Model Craft
Ollama Model CraftIntermediate

Modelfile and Model Craft

Create inspectable Ollama model configurations with Modelfile directives, provenance, license review, fixed behavior tests, and model cards.

What is Modelfile and Model Craft?

Modelfile and Model Craft is an AcademAI intermediate course in the Ollama Model Craft path for learners who want practical AI capability instead of passive tool exposure. It belongs to the Ollama Local AI Lab Training topic hub. The course includes 5 modules and an estimated workload of 3-4 hours. Start with the free AI Fluency foundation course before checkout; paid membership unlocks full access to this course and the broader catalog. The course is designed for Builders and technical operators who want repeatable model behavior without confusing configuration with retraining.. Learners should expect prerequisites such as Running Models with Ollama recommended. Core outcomes include Explain what FROM, PARAMETER, SYSTEM, TEMPLATE, MESSAGE, ADAPTER, and LICENSE configure.; Create a model with ollama create and compare it with its base model using a fixed behavior test set.; Record imported weights, adapters, licenses, intended use, and sharing limits.. AcademAI course material is source-informed by public provider documentation where relevant, but the lessons, exercises, scenario mastery tests, and completion certificates are independently written by AcademAI and are not official provider certifications.

Audience

Builders and technical operators who want repeatable model behavior without confusing configuration with retraining.

Outcomes

  • - Explain what FROM, PARAMETER, SYSTEM, TEMPLATE, MESSAGE, ADAPTER, and LICENSE configure.
  • - Create a model with ollama create and compare it with its base model using a fixed behavior test set.
  • - Record imported weights, adapters, licenses, intended use, and sharing limits.
  • - Write a model card that reports evidence, regressions, uncertainty, and ownership.
Membership course. The course overview is public. Join AcademAI to read the lessons, save progress, complete scenario tests, and earn certificates.
Join AcademAI to read the lessonsMembership unlocks full lesson access

Source-informed by Ollama's official documentation; AcademAI lessons, exercises, and scenario checks are original.

AcademAI certificates show independent course completion and are not official Ollama credentials.

Related topic hub

This course is part of Ollama Local AI Lab Training, AcademAI's crawlable guide to the audience, outcomes, prerequisites, source policy, and recommended course sequence for this topic.

Course Modules

1

Modelfile Directives And Base Models

FROM, PARAMETER, SYSTEM, TEMPLATE, MESSAGE, ADAPTER, and LICENSE responsibilities

2

System, Template, And Message Design

Durable behavior, request shape, examples, and task-specific input boundaries

3

Parameters, Context, And Repeatability

One-variable tests for sampling, stop behavior, context, format, and latency

4

Adapters, Imports, Licenses, And Provenance

Source records, license terms, intended use, prohibited use, and sharing decisions

5

ollama create, Behavior Tests, And Model Cards

Artifact creation, fixed comparisons, regression notes, limits, and accountable ownership

Scenario mastery test

After completing the modules, pass a realistic scenario test to qualify for an AcademAI completion certificate.

Take scenario test

Prerequisites

  • ✓Running Models with Ollama recommended

Resources

  • https://docs.ollama.com/modelfile
  • https://docs.ollama.com/cli
  • https://github.com/ollama/ollama

Course Information

Level
Intermediate
Est. Time
3-4 hours
Modules
5
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