Phase 27

Model Engineering (Awareness)

Enough model engineering to operate agents: fine-tuning awareness, LoRA/QLoRA, distillation, inference optimization, serving. Image/video/research stay for completeness — this is not an ML-researcher track.

10 modules

Estimated read time is shown per module based on lesson length.

Modules

1.Fine Tuning~3 min read

2.LoRA~2 min read

3.QLoRA~2 min read

4.PEFT~2 min read

5.Inference Optimization~2 min read

6.Distillation~2 min read

7.Model Serving~2 min read

8.Image Generation~2 min read

9.Video Models~3 min read

10.Research Papers~2 min read

Phase 27 Glossary

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