concept#AI#MLOps#AI Governance#Machine Learning

LLM Training

Process of training large language models by optimizing model parameters on large datasets toward defined learning objectives.

LLM training refers to the process of building or improving a large language model by optimizing its parameters on large text and, optionally, multimodal datasets.

Maturity

Established

Cognitive loadMedium

360° overview

LLM Training

Six perspectives place the building block in context. The numbers show where each perspective continues in the reading path.

The building block at a glance

LLM Training

360°

Classification

2

Complexity: Medium
Impact area: Organizational

Technical context

2

Integrations

Experiment tracking and model registry

+2

Principles & goals

1

Prioritize data quality, deduplication, and leakage prevention

Value stream stage: Iterate

Use cases & scenarios

4

Use cases: 3
Scenarios: 3

Compromises

3

Risks: 3
Best practices: 3

I/O & resources

4

Inputs: 3
Outputs: 3