Build On Generative AI
A weekly live stream about neural networks, content creation, and gradient descent at scale. Basically all things Generative AI.
You may have heard about Generative AI and you want to see it in action. You want to know if there is substance behind the hype. Maybe you want to see if there is anything real behind the claims, and you wanna see how far it can go. Well then - WELCOME 👋 Welcome to the Build on Generative AI show. Your favorite weekly Twitch show, about all things Generative AI. Every week we look at new technical and scientific patterns on AWS, inviting guest speakers to demo their work and show us how they built something new to improve the state of Generative AI.
Every week you can join in the conversation both on or off the air with your hosts, Emily and Darko:
- Emily Webber is a Principal Machine Learning Specialist Solutions Architect and keynote speaker at Amazon Web Services, where she has lead the development of countless solutions and features on Amazon SageMaker. She has guided and mentored hundreds of teams, developers, and customers in their machine learning journey on AWS. She specializes in large-scale distributed training in vision, language, generative AI, and is active in the scientific communities in these areas. She hosts YouTube and Twitch series on the topic, regularly speaks at re:Invent, writes many blog posts, and leads workshops in this domain worldwide. Make sure to check out her book.
- Darko Mesaroš (Дарко Месарош), Senior Developer Advocate: Seattle, WA based resident retro hardware aficionado who loves yelling into the camera about the cloud while he learns, breaks and builds it. If you could summon him with one word it would be: Commodore 64. Talk with him on Twitter or LinkedIn.
If you have any questions, comments, or ideas, reach out to us. Feel free to send us an email at: build-on-generative-ai@amazon.com
Come learn live with us! We stream every Monday at 9am Pacific/Noon ET. Check us out on twitch.tv/aws 👇
| Episode | Name | Date | Guest | Link to Show Notes |
|---|---|---|---|---|
| S02E01 | Let's look at Llama2, Falcon and more! New season start | 2023-08-14 | Emily Webber | Show notes |
| S02E02 | Defining best for long context Language Models | 2023-08-21 | David Bounds | Show notes |
| S02E04 | Streaming support on SageMaker endpoints | 2023-09-11 | Raghu Ramesha | Show notes |
| S02E05 | Mounting S3 Buckets to EC2 Instances | 2023-09-18 | Devabrat & John | Show notes |
| S02E06 | Llama Recipes | 2023-09-25 | Matthias & Sean | Show notes |
| S02E07 | Amazon Bedrock and Bias Mitigation for LLMs | 2023-10-02 | Mark Roy | Show notes |
| S02E08 | Translating unstructured Documents to structured data | 2023-10-09 | Arlind Nocaj | Show notes |
| S02E09 | Finding alignment in the world of Generative AI | 2023-10-16 | David Bounds | Show notes |
| S02E10 | Chatting to your SageMaker Studio | 2023-10-23 | Ayush Khatri | Show notes |
| S02E11 | Securing Amazon Bedrock | 2023-10-30 | Ram Vittal | Show notes |
| S02E12 | Advanced Text Summarization with Amazon Bedrock | 2023-11-06 | Justin Muller | Show notes |
| Episode | Name | Date | Guest | Link to Video |
|---|---|---|---|---|
| S01E01 | Stable Diffusion on AWS | 2023-01-23 | Emily Webber | Link to Recording |
| S01E02 | Image fine-tuning with DreamBooth | 2023-01-30 | Heiko Hotz | Link to Recording |
| S01E03 | Model parallelism | 2023-02-06 | Mani Khanuja | Link to Recording |
| S01E04 | Large language model hosting | 2023-02-16 | Rupinder Grewal | Link to Recording |
| S01E05 | End-to-End Generative AI | 2023-02-27 | Chris Fregley | Link to Recording |
| S01E06 | Training with Trainium | 2023-03-06 | KC Tung & Lorea | Link to Recording |
| S01E07 | Call center analytics | 2023-03-13 | Babu Srinivasan & Chris Lott | Link to Recording |
| S01E08 | Hyper Parameter Tuning | 2023-03-20 | Joao | Link to Recording |
| S01E09 | Generative AI as a Service | 2023-03-27 | Joao Moura | Link to Recording |
| S01E10 | Foundation Models on SageMaker | 2023-04-03 | Arun Shankar | Link to Recording |
| S01E11 | Retrieval Augmented Generation | 2023-04-10 | Emily Webber | Link to Recording |
| S01E12 | Stable Diffusion on Trainium | 2023-04-17 | KC Tung | Link to Recording |
| S01E13 | Open Source LLM Evaluation with HELM | 2023-04-24 | Gili Nachum | Link to Recording |
| S01E14 | AI Code Generation with Amazon CodeWhisperer | 2023-05-01 | David Ernst | Link to Recording |
| S01E15 | TensorBoard and SageMaker | 2023-05-08 | Arun Lokanatha | Link to Recording |
| S01E16 | Generative AI with AI21 Labs | 2023-05-15 | Yuval Belfer | Link to Recording |
| S01E17 | Reinforcement learning with Human Feedback | 2023-05-22 | EK | Link to Recording |
| S01E18 | Using Python scripts in SageMaker | 2023-05-29 | Guiseppe A. Porcelli | Link to Recording |
| S01E19 | Generating Anime Characters | 2023-06-12 | Jerry Xie | Link to Recording |
| S01E20 | Detect and Mitigate Bias in NLP | 2023-06-26 | Bharati Srini | Link to Recording |