{"podcast":{"title":"Gradient Dissent: Conversations on AI","slug":"gradient-dissent","podcast_index_feed_id":1020509,"rss_url":"https://feeds.captivate.fm/gradient-dissent/","website_url":"https://wandb.ai/site/resources/podcast","image_url":"https://artwork.captivate.fm/25fd1181-b46e-459b-85a5-d397eec4cdcf/JDLDW81K-wlJoAWL7ZnxLdTp.jpg","author":"Lukas Biewald","episode_count":136,"summary":"Join Lukas Biewald on Gradient Dissent, an AI-focused podcast brought to you by Weights & Biases. Dive into fascinating conversations with industry giants from NVIDIA, Meta, Google, Lyft, OpenAI, and more. Explore the cutting-edge of AI and learn the intricacies of bringing models into production.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/gradient-dissent"},"episode":{"title":"Providing Greater Access to LLMs with Brandon Duderstadt, Co-Founder and CEO of Nomic AI","slug":"providing-greater-access-to-llms-with-brandon-duderstadt-co-founder-and-ceo-of-nomic-ai","published_at":"2023-07-27T05:18:00+00:00","page_url":"https://stenobird.com/podcast/gradient-dissent/providing-greater-access-to-llms-with-brandon-duderstadt-co-founder-and-ceo-of-nomic-ai","show_page_url":"https://stenobird.com/podcast/gradient-dissent","url":"https://wandb.ai/site/resources/podcast","audio_url":"https://podcasts.captivate.fm/media/736c22d0-5df0-4621-bd01-f47c7ae49666/WEIGHTS-Brandon-Duderstadt-V1.mp3","summary":"On this episode, we’re joined by Brandon Duderstadt, Co-Founder and CEO of Nomic AI . Both of Nomic AI’s products, Atlas and GPT4All, aim to improve the explainability and accessibility of AI. We discuss: - (0:55) What GPT4All is and its value proposition. - (6:56) The advantages of using smaller LLMs for specific tasks. - (9:42) Brandon’s thoughts on the cost of training LLMs. - (10:50) Details about the current state of fine-tuning LLMs. - (12:20) What quantization is and what it does. - (21:16) What Atlas is and what it allows you to do. - (27:30) Training code models versus language models. - (32:19) Details around evaluating different models. - (38:34) The opportunity for smaller companies to build open-source models. - (42:00) Prompt chaining versus fine-tuning models. Resources mentioned: Brandon Duderstadt - https://www.linkedin.com/in/brandon-duderstadt-a3269112a/ Nomic AI - https://www.linkedin.com/company/nomic-ai/ Nomic AI Website - https://home.nomic.ai/ Thanks for listening to the Gradient Dissent podcast, brought to you by Weights & Biases. If you enjoyed this episode, please leave a review to help get the word out about the show. And be sure to subscribe so you never miss another insightful conversation. #OCR #DeepLearning #AI #Modeling #ML","meta_description":"On this episode, we’re joined by Brandon Duderstadt, Co-Founder and CEO of Nomic AI . Both of Nomic AI’s products, Atlas and GPT4All, aim to improve the e…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3685,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/gradient-dissent/episodes/providing-greater-access-to-llms-with-brandon-duderstadt-co-founder-and-ceo-of-nomic-ai/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/gradient-dissent/providing-greater-access-to-llms-with-brandon-duderstadt-co-founder-and-ceo-of-nomic-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}