• Onboarding Session and Weekly Enablement/ Office Hours
• LLM Learning and Technical Resources
• Tutorials

Onboarding Session and Weekly Enablement / Office Hours

All participants are encouraged to join in the following enablement sessions designed to help set you and your team up for success.

Virtual Onboarding Session (for eligible participants only)
Date: 25 Oct 2023
Time: 9.30am IST | 12pm SGT | 3pm AEDT
Duration: 1 hour
Attend the session which will lay the ground rules and parameters of this hackathon. We will also go through workspaces set up in this session. The join link will be shared 3 days prior to the session, for all eligible participants only. We will share the recording with anyone who is unable to attend live.

Weekly Enablement / Office Hours (for eligible participants only)
ANZ, JP and KR Session: 3pm AEDT | 1pm JST & KST
ASEAN & India Session: 2pm SGT | 11.30am IST
Duration: 1 hour

LLM Learning and Technical Resources

• Self-paced learning workshops on eDX:
    ▹ Databricks: Large Language Models: Application through Production
    ▹ Databricks: Large Language Models: Foundation Models from the Ground Up
• Large Language Models (LLM) Fundamentals: Developing your first LLM App
• Large Language Models (LLM) Fundamentals: Accelerating LLM Apps to Production
• Hugging Face Open Assistant:
    ▹ https://open-assistant.io/
    ▹ https://huggingface.co/OpenAssistant
• Mosaic ML MPT-7B:
    ▹ https://www.mosaicml.com/blog/mpt-7b
    ▹ https://github.com/mosaicml/llm-foundry
    ▹ mosaicml/mpt-7b · Hugging Face
• Databricks Lab Dolly GitHub repo: https://github.com/databrickslabs/dolly
    ▹ Hugging Face > Databricks
    ▹ Free Dolly: Introducing the World's First Truly Open Instruction-Tuned LLM
    ▹ Hello Dolly: Democratizing the magic of ChatGPT with open models

To get started, you can use the following example notebooks as your guide:
• Build your Chat Bot with Dolly
• AI Functions: query LLM with DBSQL

Additional Guidance
For building LLM applications, we’d recommend tools like LangChain, Pandas AI, and vector databases.

Tutorials

• Getting Started with Databricks Playlist
• How to fine-tune and deploy your custom LLM
• How to build your chatbot with Dolly
• Get Data Into Databricks - How to use AutoML to develop ML models