Sign in to confirm youโ€™re not a bot
This helps protect our community. Learn more

Practicalities of Fine-Tuning Llama 2 with AI Studio | BRK112

Microsoft Developer
589K subscribers
<__slot-el>
<__slot-el>
2K views 11 months ago #MSBuild
This talk will be a practical guide to fine-tuning models in Azure AI Studio. AI Developers will learn the details of preparing a dataset for fine tuning and how to apply it to models like Meta's Llama 2. We will demonstrate the application of fine tuning by applying the methods of the influential paper โ€œRAFT: Adapting Language Model to Domain Specific RAG", from UC Berkeley. We will use AI Studio's fine-tuning which abstracts away fine-tuning and allows us to focus on the dataset preparation. ๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€:
  • Gustavo Cordido
 โ€ฆ...more
...more
Practicalities of Fine-Tuning Llama 2 with AI Studio | BRK112
39Likes
2,058Views
May 242024
This talk will be a practical guide to fine-tuning models in Azure AI Studio. AI Developers will learn the details of preparing a dataset for fine tuning and how to apply it to models like Meta's Llama 2. We will demonstrate the application of fine tuning by applying the methods of the influential paper โ€œRAFT: Adapting Language Model to Domain Specific RAG", from UC Berkeley. We will use AI Studio's fine-tuning which abstracts away fine-tuning and allows us to focus on the dataset preparation. ๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€:
  • Gustavo Cordido
  • Omkar More
  • Shishir G Patil
  • Anup Shirgaonkar
  • Bala Venkataraman
  • Cedric Vidal
๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This video is one of many sessions delivered for the Microsoft Build 2024 event. View the full session schedule and learn more about Microsoft Build at https://build.microsoft.com BRK112 | English (US) | AI Development #MSBuild

Follow along using the transcript.

Microsoft Developer

589K subscribers