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OpenAI's Model (behavior) Spec, RLHF transparency, and personalization questions episode artwork

May 13, 2024 14 min

OpenAI's Model (behavior) Spec, RLHF transparency, and personalization questions

from Interconnects Hosted by Nathan Lambert

Now we will have some grounding for when weird ChatGPT behaviors are intended or side-effects -- shrinking the Overton window of RLHF bugs. This is AI generated audio with Python and 11Labs. Source code: https://github.com/natolambert/interconnects-tools Original post: https://www.interconnects.ai/p/openai-rlhf-model-spec 00:00 OpenAI's Model (behavior) Spec, RLHF transparency, and personalization questions 02:56 Reviewing the Model Spec 08:26 Where RLHF can fail OpenAI 12:23 From Model Spec's to personalization Fig 1: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/model-spec/img_027.png Fig 2: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/model-spec/img_029.png Fig 3: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/model-spec/img_033.png Fig 4: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/model-spec/img_034.png Fig 5: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/model-spec/img_041.webp Fig 6: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/model-spec/img_046.webp This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.interconnects.ai/subscribe

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