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AI with local and open models
Run open models locally: privacy, cost and setup.
Course program
Module 1
Open models
1
Open vs closed models
Free
2
The open-model ecosystem
Free
3
Model size and its cost
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Module 2
Running locally
4
Running a model locally
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5
Hardware and performance
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Module 3
Privacy and cost
6
Privacy as the main advantage
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7
Economics: local vs API
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8
Hybrid architectures
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Module 4
Tuning
9
Fine-tuning open models
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10
Bringing the local-model approach together
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