Memory-assisted prompt editing to improve GPT-3 after deployment · HackerPapers discussions

Memory-assisted prompt editing to improve GPT-3 after deployment — mentioned by kordlessagain

Sun, 08 Jan 2023 14:46:04 GMT

I believe our common desires to establish what is and what is not factual get in the way of innovation. Talking about something isn't going to solve the problem. Doing, might: https://arxiv.org/pdf/2201.06009.pdf

Paper and discussion history. A mention is not an endorsement.

Memory-assisted prompt editing to improve GPT-3 after deployment — mentioned by axiom92

Sun, 04 Dec 2022 22:55:22 GMT

You are right, it's already able to do some of this with codex. It's already possible to get some of this effect with codex. The trick is to keep appending the interaction in the prompt (to maintain a memory of sorts). For examples, you can replicate all the prompts here: https://twitter.com/yoavgo/status/1599200756631887872 with prompt + memory. The notebook at https://github.com/madaan/memprompt/blob/main/YoavsPythonPro... shows a demo of this. Some of these ideas were earlier discussed in our work on memory-assisted prompting [1]. [1] https://arxiv.org/pdf/2201.06009.pdf.

Paper and discussion history. A mention is not an endorsement.

Memory-assisted prompt editing to improve GPT-3 after deployment — mentioned by axiom92

Sun, 04 Dec 2022 03:35:00 GMT

It's already possible to get some of this effect with codex. The trick is to keep appending the interaction in the prompt (to maintain a memory of sorts). For examples, you can replicate all the prompts here: https://twitter.com/yoavgo/status/1599200756631887872 with prompt + memory. The notebook at https://github.com/madaan/memprompt/blob/main/YoavsPythonPro... shows a demo of this. Some of these ideas were earlier discussed in our work on memory-assisted prompting [1]. [1] https://arxiv.org/pdf/2201.06009.pdf.

Paper and discussion history. A mention is not an endorsement.

Memory-assisted prompt editing to improve GPT-3 after deployment — mentioned by visarga

Wed, 30 Mar 2022 04:34:54 GMT

"Memory assisted prompt editing to improve GPT 3 after deployment" paper: https://arxiv.org/abs/2201.06009 video: https://www.youtube.com/watch?v=gYxJEd3EUKs

Paper and discussion history. A mention is not an endorsement.