memprompt
gpt-scrolls
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| memprompt | gpt-scrolls | |
|---|---|---|
| 4 | 1 | |
| 320 | 276 | |
| - | - | |
| 1.7 | 0.0 | |
| about 1 year ago | about 2 years ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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memprompt
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Allen Institute for Artificial Intelligence Introduces MemPrompt: A New Method to “fix” GPT-3 After Deployment with User Interaction
Quick Read: https://www.marktechpost.com/2022/12/18/allen-institute-for-artificial-intelligence-introduces-memprompt-a-new-method-to-fix-gpt-3-after-deployment-with-user-interaction/ Paper: https://arxiv.org/abs/2201.06009 Code: https://github.com/madaan/memprompt
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Building a Virtual Machine Inside ChatGPT
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.
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[D] Paper Review Video - Memory-assisted prompt editing to improve GPT-3 after deployment
Code for https://arxiv.org/abs/2201.06009 found: https://github.com/madaan/memprompt
gpt-scrolls
What are some alternatives?
unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
discord-openai-bot - A Discord chatbot that uses OpenAI's API to generate conversation.
gpt-neox - An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
prompts - A free and open-source curation of prompts for OpenAI's GPT-3/Codex, EleutherAI's GPT-j, AlephAlpha's World Model and other language models.
pal - PaL: Program-Aided Language Models (ICML 2023)
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Errbot - Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
gpt-neo - An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.