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#25 Testing Deepseek R1 on Complex Medical Tasks. Here's what we found. (GRPO explainer)
Manage episode 465388764 series 3585389
Dev and Doc에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Dev and Doc 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Dev and Doc put Deepseek R1 to the test in a technical and clinical deep dive.
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👨🏻⚕️Doc - Dr. Joshua Au Yeung - https://www.linkedin.com/in/dr-joshua-au-yeung/
🤖Dev - Zeljko Kraljevic https://twitter.com/zeljkokr
TIMESTAMPS
00:00 Highlights
04:36 Intro
08:29 response from OpenAI, Anthropic- model training costs, tightening restrictions on China, pricing wars
13:13 what an open-source deepseek means for the world.
15:38 Sam altman and Dario amodei feeling the pressure
23:10 TECHNICAL deep dive - RLHF, ppo, dpo
37:08 GRPO, R1s secret sauce
45:02 the aha moment, learning like a human?
50:25 deepseek R1 training and controversy
59:08 deepseek healthcare evaluation - Ethnic Bias
1:06:17 The diagnostic acid test (fail)
1:12:46 Coding clinical data / Medical billing (shout out SNOMED)
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For enquiries - 📧[email protected]
🎞️ Editor- Dragan Kraljević https://www.instagram.com/dragan_kraljevic/
🎨Brand design and art direction - Ana Grigorovici https://www.behance.net/anagrigorovici027d
30 에피소드
공유
