LLM Bootcamp - Day 3 Highlights

Опубликовано: 16 Ноябрь 2024
на канале: Data Science Dojo

𝐔𝐧𝐥𝐨𝐜𝐤𝐢𝐧𝐠 𝐇𝐮𝐦𝐚𝐧-𝐀𝐈 𝐈𝐧𝐭𝐞𝐫𝐚𝐜𝐭𝐢𝐨𝐧𝐬 - 𝐃𝐚𝐲 𝟑 𝐇𝐢𝐠𝐡𝐥𝐢𝐠𝐡𝐭𝐬! 🤖💬

Day 3 of the LLM Bootcamp was a riveting journey into the world of specialized foundation models, focusing on enhancing human interactions with AI. Here's a detailed recap of the day:

𝟏. 𝐍𝐞𝐛𝐮𝐥𝐚: 𝐀 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐞𝐝 𝐅𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧 𝐌𝐨𝐝𝐞𝐥 𝐟𝐨𝐫 𝐇𝐮𝐦𝐚𝐧 𝐈𝐧𝐭𝐞𝐫𝐚𝐜𝐭𝐢𝐨𝐧𝐬 with Kartik Talamadupula:

• 𝐅𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧 𝐌𝐨𝐝𝐞𝐥 𝐈𝐧𝐬𝐢𝐠𝐡𝐭𝐬: Kartik kicked off the session by introducing Nebula, Symbl.ai's proprietary LLM designed to understand and optimize human conversations in real-time. He covered the intricacies of fine-tuning domain-specific models, emphasizing the enhanced efficiency achieved through training on interaction data.

• 𝐏𝐫𝐚𝐜𝐭𝐢𝐜𝐚𝐥 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬: Participants delved into how Nebula is utilized for generative tasks such as conversation scoring, intent detection, chain-of-thought reasoning, question answering, and topic detection. The session highlighted the model’s capabilities in real-time streaming and its applications in various industries.

• 𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐋𝐚𝐛: Attendees got hands-on experience with Nebula, learning how to integrate and deploy this specialized LLM in real-world scenarios. They explored setting up thresholds, managing data privacy, and ensuring model accuracy for human interactions.

𝟐. 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 with Sanjay Pant: Sanjay provided an additional layer of learning by building the foundation for the topic of LangChain, a powerful framework for building LLM applications. He covered essential components like Model I/O, Retrieval, Chains, Memory, Agents, and Callbacks.

Day 3 was not just about learning; it was about transforming the way we interact with AI. Participants left with a deeper understanding of building and deploying specialized models that can revolutionize customer support, enhance user interactions, and drive business growth.

🌟 𝐁𝐞 𝐩𝐚𝐫𝐭 𝐨𝐟 𝐭𝐡𝐞 𝐟𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 𝐀𝐈 𝐛𝐲 𝐣𝐨𝐢𝐧𝐢𝐧𝐠 𝐮𝐬 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐧𝐞𝐱𝐭 𝐜𝐨𝐡𝐨𝐫𝐭: https://hubs.la/Q02DCyy10