Intro to Generative AI and LLMs Workshop

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Click here to watch Talk 1 on YouTube

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Summary of the Generative Artificial Intelligences Workshop at Hackerspace Valencia

Workshop Introduction

The workshop focused on generative artificial intelligences, covering everything from fundamentals to practical applications. The main objectives included understanding large language models (LLMs), exploring real-world applications, and demonstrating practical implementations. The session aimed to share knowledge and experiences in the field of generative AI, encouraging attendees to explore and develop their own projects.

Tools and Applications Discussed

MidJourney

MidJourney was introduced as an advanced tool for creating images based on textual prompts. This tool stands out for its image quality and accessibility through web interfaces, allowing users to generate art with ease. Despite its advantages, limitations such as restricted customization and occasional errors were mentioned.

Stable Diffusion

Stable Diffusion was presented as an open-source solution for creating images and texts. Its open-source nature favors privacy, allows extensive customization, and has an active community constantly contributing to the tool’s development and improvement. Stable Diffusion operates locally, which is a plus in terms of data control and privacy.

Leonardo.ai

Leonardo.ai was discussed as a platform based on Stable Diffusion that offers image generation services via prompts. Being a free solution, it facilitates exploration and experimentation in generating visual content, using daily renewable credits for image creation.

Key Aspects of Generative Artificial Intelligences

Large Language Models (LLMs)

Practical use of LLMs was explored for tasks such as language translation and baby name generation. Tools like Olama were highlighted for running language models locally, providing greater control and customization over the generated results.

Practical Applications

Practical cases of generative AI applications were shared, including creating conversational interfaces and generating creative content. Personal projects of the presenters were also explored, demonstrating the potential of these technologies in creative and technical fields.

Projects at Hackerspace Valencia and Future Workshops

Current and Future Projects

The workshop served as a platform to discuss ongoing and future projects at Hackerspace Valencia, such as programming workshops, Arduino use, and PCB design with KiCad. The possibility of organizing additional workshops focused on generative artificial intelligence was proposed.

Suggestions for Future Workshops

The community expressed interest in delving deeper into generative artificial intelligence, suggesting future workshops that address more specific practical applications, such as developing Jarvis-like personal assistants and home automation.

Resources and Recommendations for the Community

Learning Sources and Community

Specialized YouTubers and online communities were recommended to stay up-to-date with the latest trends and developments in generative AI. Additionally, exploring GitHub to discover relevant projects and tools was suggested, encouraging attendees to contribute and actively participate in these ecosystems.

Workshop Conclusion

The workshop concluded with thanks to the participants and Hackerspace Valencia for providing the space and resources to conduct the session. Attendees were encouraged to continue exploring the field of generative artificial intelligence and to participate in future activities and projects organized by the Hackerspace.