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small language models
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Classroom Contents
Unveiling Tomorrow: Exploring the Frontiers of Generative AI
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- 1 intro
- 2 preamble
- 3 short bio
- 4 agenda
- 5 the rise of the generative ai/llm
- 6 new models are coming out at outstanding pace
- 7 llms have their issues - in fact, quite a lot of them...
- 8 popular use cases not exhaustive
- 9 business trends: let's use ai for everything!
- 10 actual systems go beyond just llms
- 11 which one to actually choose?
- 12 memory to self-host llm
- 13 quantization
- 14 simple chatbot case study
- 15 example: data protection / secure processing in amazon bedrock
- 16 small language models
- 17 entirely new attack vector
- 18 jailbreaks
- 19 indirect prompt injection from website
- 20 it can even happen from beyond the text...
- 21 recap: challenges
- 22 summarization: trends
- 23 beyond text modality...
- 24 moving even to voice interfaces area...
- 25 brace yourselves, regulations are coming
- 26 ethics and regulations
- 27 eu example - ai act
- 28 questions?
