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- Importance of weights and biases for model iteration and tracking
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Classroom Contents
How Generative AI Powers the Next Generation of Mercari Marketplace
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- 1 - Introduction by Tio discussing AI's role at Merari
- 2 - Overview of Merari's growth and marketplace features
- 3 - Formation of the dedicated AI LLM team
- 4 - Introduction of productivity tools for internal teams
- 5 - Launch of AI listing support to simplify user experience
- 6 - Explanation of the user experience for listing items using AI
- 7 - Discussion on the similar looks feature for recommendations
- 8 - Technical details about fine-tuning the embeddings model
- 9 - Importance of weights and biases for model iteration and tracking
- 10 - Next steps for building a robust embeddings pipeline
- 11 - Addressing search relevance issues with AI support
- 12 - Use of visual tools to monitor results and facilitate collaboration
- 13 - Successful iteration leading to improved relevance in search results
- 14 - Key takeaways emphasizing customer value and continuous improvement
- 15 - Acknowledgment of the teams and invitation for potential hires
