How can technology leaders navigate the complexity of fine-tuning AI models for improved performance while also balancing costs of training and deployment?
Join this technical deep-dive with AI experts from AWS, Meta to learn how to easily fine-tune and host their own, task-specific small LLMs (SLM) like Llama3 or Mistral. We will walk you through best practices, solution accelerators and pre-built examples (free access post workshop)
Agenda:
* 10:00am~10:30am: Checkin and networking
* 10:30pm~12:00pm: Tech talks and hands-on workshops
* 12:00pm~1:00pm: Lunch break
* 13:00pm~2:30pm: Tech talks and hands-on workshops
* 14:30pm~3:00pm: Open discussion and mingle
Why Attend?
Understand SLMs: Learn about small language models (SLMs), which typically have 100 million to 1 billion parameters, offering a compact yet powerful alternative to large language models (LLMs).
Maximize Accuracy: Discover how SLMs can outperform LLMs in task-specific generative AI applications.
Cost Efficiency: Save over 90% on inference costs, making SLMs ideal for heavy inference use-cases with reduced compute demand and increased accessibility.
Architectural Advancements: Explore the latest in data multi-tenancy with Adapters, ensuring robust data management and dynamic query routing.
Optimized Fine-Tuning: Gain insights into avoiding data over-fitting or under-fitting during fine-tuning, and understand the differences in benchmarks when fine-tuning.
Customer Experience: Learn how to improve generative AI customer questions and feedback experiences using data training techniques.
Exclusive Benefits
Personalized Guidance You’ll get 1:1 workshop assistance with AWS and Invisible experts.
Enhanced Support Access AWS-funded SI Partner engagement for data preparation and fine-tuning assistance.
AWS Credits Receive AWS credits for workload migration and an additional $150K credits for AWS silicon users.
Post-Workshop Resources Gain free access to solution accelerators and pre-built examples to implement immediately.
SLM Adoption Program Learn about the AWS programs for SLM adoption, providing comprehensive support and resources.
Speakers:
- Deepam Mishra and Adam Naor, AWS Startups
- Clement Perrot, Ganapathi Krishnamoorthi, Dmitry Soldatkin and Marco Punio, AWS
- Lydia Anderson, Tiarne Hawkins, Invisible Technologies
- In addition, we will have 10+ technical and business leaders from AWS and Meta.
Requirements:
Bring your laptop
Venue:
Amazon Office New York (JFK-27 Hank)
12 W 39th St, New York, NY 10018, 13th Floor
AICamp Community on Slack/Discord
- Event chat: chat and connect with speakers and attendees
- Sharing blogs, events, job openings, projects collaborations
Join Slack (search and join the #newyork channel) | Join Discord
Deepam Mishra (AWS), Clement Perrot (AWS), +
Aug 06, 10:00 AM EDT 
