- Mistral AI Updates incl Mixtral 8x22B + OpenLLMetry Evaluation OptimizationLink visible for attendees
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Talk #1: Mistral AI's 2024 Updates including Mixtral 8x22B and a new hands-on DeepLearning.ai short course!
by Sophia Yang, PhD Head of Developer Relations @ Mistral AIMixtral 8x22B is Mistral AI's latest open model. It sets a new standard for performance and efficiency within the AI community. It is a sparse Mixture-of-Experts (SMoE) model that uses only 39B active parameters out of 141B, offering unparalleled cost efficiency for its size.
Mixtral 8x22B comes with the following strengths:- It is fluent in English, French, Italian, German, and Spanish
- It has strong mathematics and coding capabilities
- It is natively capable of function calling; along with the constrained output mode implemented on la Plateforme, this enables application development and tech stack modernisation at scale
- Its 64K tokens context window allows precise information recall from large documents
Link to Sophia's new DeepLearning.ai short course featuring Mixtral 8x22B: https://www.deeplearning.ai/short-courses/getting-started-with-mistral/
Talk #2: LLM Telemetry with OpenLLMetry and Amazon Bedrock
by Clay Elmore (Senior SA, Gen AI)Generative AI applications present challenging observability problems including multi-dimensional compute metric tracing, ambiguous API tracing, constantly evolving model providers, and difficulties evaluating foundation model outputs. Join us in this session to learn about emerging trends in observing applications powered by Amazon Bedrock. You will learn about how to utilize open source observability software OpenLLMetry with Amazon Bedrock to build an end to end observability solution for many Generative AI apps running on AWS.
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Zoom link: https://us02web.zoom.us/j/82308186562
Related Links
Generative AI Free Course on DeepLearning.ai: https://bit.ly/gllm
O'Reilly Book: https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225
Website: https://generativeaionaws.com
Meetup: https://meetup.generativeaionaws.com
GitHub Repo: https://github.com/generative-ai-on-aws/
YouTube: https://youtube.generativeaionaws.com - RLHF with PPO/DPO + Building Direct Preference Optimization on TrainiumOnline - See Details Below, San Francisco, CA
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Talk #0: Introduction
by Chris Fregly (Principal SA, Generative AI) and Antje Barth (Principal Developer Advocate, Generative AI)Talk #1: Human Alignment with Reinforcement Learning from Human Feedback (RLHF) with both PPO and DPO
by Antje Barth (Principal Developer Advocate, Generative AI)Talk #2: Building Direct Preference Optimization (DPO) on Trainium/Neuron SDK
by Hunter Carlisle (Senior SA, Annapurna ML)RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Zoom link: https://us02web.zoom.us/j/82308186562
Related Links
Generative AI Free Course on DeepLearning.ai: https://bit.ly/gllm
O'Reilly Book: https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225
Website: https://generativeaionaws.com
Meetup: https://meetup.generativeaionaws.com
GitHub Repo: https://github.com/generative-ai-on-aws/
YouTube: https://youtube.generativeaionaws.com - Model Optimization, Pruning, Distillation for Faster Inference + RAG and AgentsOnline - See Details Below, San Francisco, CA
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Talk #0: Introduction
by Chris Fregly (Principal SA, Generative AI) and Antje Barth (Principal Developer Advocate, Generative AI)Talk #1: Model Optimization, Pruning, and Distillation for Faster Model Inference
by Shelbee Eigenbrode (Principal SA, Gen AI)Talk #2 Retrieval-Augmented Generation (RAG) and Agents
by Antje Barth and Shelbee EigenbrodeRSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Zoom link: https://us02web.zoom.us/j/82308186562
Related Links
Generative AI Free Course on DeepLearning.ai: https://bit.ly/gllm
O'Reilly Book: https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225
Website: https://generativeaionaws.com
Meetup: https://meetup.generativeaionaws.com
GitHub Repo: https://github.com/generative-ai-on-aws/
YouTube: https://youtube.generativeaionaws.com - Multimodal Foundation Models + PEFT, Textual Inversion, and ControlNetOnline - See Details Below, San Francisco, CA
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Talk #1: Multimodal Foundation Models: Stable Diffusion, Flamingo, IDEFICS
by Chris Fregly (Principal SA, Gen AI)Talk #2: Fine-Tuning Stable Diffusion with PEFT, Textual Inversion, and ControlNet
by Shelbee Eigenbrode (Principal SA, Gen AI)RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Zoom link: https://us02web.zoom.us/j/82308186562
Related Links
Generative AI Free Course on DeepLearning.ai: https://bit.ly/gllm
O'Reilly Book: https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225
Website: https://generativeaionaws.com
Meetup: https://meetup.generativeaionaws.com
GitHub Repo: https://github.com/generative-ai-on-aws/
YouTube: https://youtube.generativeaionaws.com - Generative AI on AWS - Monthly WebinarOnline - See Details Below, San Francisco, CA
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Talk #1 TBD
Talk #2 TBD
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Zoom link: https://us02web.zoom.us/j/82308186562
Related Links
Generative AI Free Course on DeepLearning.ai: https://bit.ly/gllm
O'Reilly Book: https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225
Website: https://generativeaionaws.com
Meetup: https://meetup.generativeaionaws.com
GitHub Repo: https://github.com/generative-ai-on-aws/
YouTube: https://youtube.generativeaionaws.com - Generative AI on AWS - Monthly WebinarOnline - See Details Below, San Francisco, CA
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Talk #1 TBD
Talk #2 TBD
RSVP Webinar: https://www.eventbrite.com/e/webinar-generative-ai-on-aws-tickets-45852865154
Zoom link: https://us02web.zoom.us/j/82308186562
Related Links
Generative AI Free Course on DeepLearning.ai: https://bit.ly/gllm
O'Reilly Book: https://www.amazon.com/Generative-AWS-Context-Aware-Multimodal-Applications/dp/1098159225
Website: https://generativeaionaws.com
Meetup: https://meetup.generativeaionaws.com
GitHub Repo: https://github.com/generative-ai-on-aws/
YouTube: https://youtube.generativeaionaws.com