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内容由Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang提供。所有播客内容(包括剧集、图形和播客描述)均由 Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal
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Pete Warden - On launching "AI in a Box" and building a hardware edge AI company - #24

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Manage episode 380617317 series 2838288
内容由Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang提供。所有播客内容(包括剧集、图形和播客描述)均由 Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

What's "AI in a Box"? Pete Warden joins the show to share a new project he recently launched that encapulates Language Transcription/Translation and Question Answering capabilities into a wallet-sized board running locally without internet, as well as stories and learnings from building his new company, Useful Sensors, after 7 years of leading the tensorflow mobile project at Google.

Pete is the CEO of Useful Sensors. After founding his own company Jetpac and selling it to Google in 2014, he became a staff research engineer at Google, where he led the TensorFlow Mobile team. Pete is also the author of two well-received books: "Public Data Sources" and "Big Data Glossary" and builder of OpenHeatMap.

Show Notes:

Stay in touch:

✉️ Subscribe to our newsletter: https://softwaremisadventures.com

👋 Send feedback or say hi: hello@softwaremisadventures.com

Segments:

[0:00:00] Failing and trying again, experiential learning

[0:03:13] AI-in-a-box demo

[0:07:28] Animatronics?

[0:10:12] Privacy and trust

[0:12:04] Talk to your appliances

[0:15:22] How to fit the LLM into such a small chip?

[0:16:50] Quantization

[0:20:07] Disposable ML frameworks

[0:24:33] Updating model on shipped hardware

[0:28:34] LLMs with specialized domain knowledge

[0:30:08] Founding Useful Sensors

[0:37:07] scaling training vs inference

  continue reading

55集单集

Artwork
icon分享
 
Manage episode 380617317 series 2838288
内容由Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang提供。所有播客内容(包括剧集、图形和播客描述)均由 Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

What's "AI in a Box"? Pete Warden joins the show to share a new project he recently launched that encapulates Language Transcription/Translation and Question Answering capabilities into a wallet-sized board running locally without internet, as well as stories and learnings from building his new company, Useful Sensors, after 7 years of leading the tensorflow mobile project at Google.

Pete is the CEO of Useful Sensors. After founding his own company Jetpac and selling it to Google in 2014, he became a staff research engineer at Google, where he led the TensorFlow Mobile team. Pete is also the author of two well-received books: "Public Data Sources" and "Big Data Glossary" and builder of OpenHeatMap.

Show Notes:

Stay in touch:

✉️ Subscribe to our newsletter: https://softwaremisadventures.com

👋 Send feedback or say hi: hello@softwaremisadventures.com

Segments:

[0:00:00] Failing and trying again, experiential learning

[0:03:13] AI-in-a-box demo

[0:07:28] Animatronics?

[0:10:12] Privacy and trust

[0:12:04] Talk to your appliances

[0:15:22] How to fit the LLM into such a small chip?

[0:16:50] Quantization

[0:20:07] Disposable ML frameworks

[0:24:33] Updating model on shipped hardware

[0:28:34] LLMs with specialized domain knowledge

[0:30:08] Founding Useful Sensors

[0:37:07] scaling training vs inference

  continue reading

55集单集

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