{"podcast":{"title":"The Business Compass LLC Podcasts","slug":"the-business-compass-llc-podcasts-7078188","podcast_index_feed_id":7078188,"rss_url":"https://feed.podbean.com/businesscompassllc/feed.xml","website_url":"https://podcast.businesscompassllc.com","image_url":"https://pbcdn1.podbean.com/imglogo/image-logo/19468382/image_without_alpha.jpg","author":"Business Compass LLC","episode_count":100,"summary":"Business Compass LLC is a cloud system integrator. The podcasts are audios of technical articles.","last_synced_at":"2026-07-29T14:17:02.016953+00:00","page_url":"https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188"},"episode":{"title":"Optimizing Hugging Face Carbon Models on AWS Trainium2 with NxD Inference","slug":"optimizing-hugging-face-carbon-models-on-aws-trainium2-with-nxd-inference","published_at":"2026-06-11T05:19:33+00:00","page_url":"https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/optimizing-hugging-face-carbon-models-on-aws-trainium2-with-nxd-inference","show_page_url":"https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188","url":"https://podcast.businesscompassllc.com/e/optimizing-hugging-face-carbon-models-on-aws-trainium2-with-nxd-inference/","audio_url":"https://mcdn.podbean.com/mf/web/pgu3m64yzxei7nkd/0ff972d6-c125-461a-87ae-cad77975f225.mp3","summary":"Running large language models in production means dealing with sky-high costs and frustrating latency issues. AWS Trainium2 changes the game by offering specialized hardware designed for machine learning model scaling, while Hugging Face Carbon models provide the efficiency modern applications demand.","meta_description":"Running large language models in production means dealing with sky-high costs and frustrating latency issues. AWS Trainium2 changes the game by offering s…","key_points":[],"chapters":[],"topics":[],"duration_seconds":849,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-business-compass-llc-podcasts-7078188/episodes/optimizing-hugging-face-carbon-models-on-aws-trainium2-with-nxd-inference/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/optimizing-hugging-face-carbon-models-on-aws-trainium2-with-nxd-inference.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}