Intel® Gaudi® in Action: Solving Real-World Challenges with Fine-Tuned Language Models
Join our session for practical insights and technical expertise perfect for developers eager to leverage advanced language capabilities for specific industries.
Burak from Spiky will kick off by discussing how real-time sales playbooks benefit from language models. Learn how Spiky utilizes Intel Gaudi 1 DL1 instances to fine-tune Large Language Models (LLMs) on datasets like sales call transcripts and industry jargon, improving sales correspondence language.
Then, Eduardo from Intel will demonstrate Gaudi 2 on the Intel Developer Cloud, highlighting its enhanced capabilities compared to the previous Gaudi iteration. Witness the fine-tuning process of the Llama2-7B model using Low-Rank Adaptations (LoRA) on the openassistant-guanaco dataset. Discover how users can fine-tune a state-of-the-art LLM in under 6 minutes for less than $1, allowing rapid iterations and experimentation in LLM model development.
Don’t miss this deep dive into the synergy between sales effectiveness and technical advancements in language modeling.
Speaker(s)
Eduardo Alvarez - Intel/Senior AI Solutions Engineer
Eduardo Alvarez is a Senior AI Solutions Engineer at Intel, specializing in architecting AI/ML solutions, MLOps, and deep learning. With a background in the energy tech startup space, he managed a team focused on delivering SaaS applications for subsurface data analytics in hydrocarbon and renewable energy production. Eduardo collaborates across technical teams at Intel, designing impactful solutions that highlight the Intel software and hardware stack’s influence on AI innovation. He holds a degree in Geophysics from Texas A&M University and is recognized as an accomplished technical author and community leader in AI.
Burak Aksar - Spiky.ai/Founder
Burak holds a Ph.D. in Electrical and Computer Engineering from Boston University and a B.S. degree in Electronics Engineering from Sabanci University. Before this role, he gained valuable experience at IBM AI Research and Sandia National Labs by developing and deploying end-to-end AI solutions across diverse domains while prioritizing explainability and robustness angles. Burak is also the author of nearly ten research papers and holds two patents.
