DialoGPT
fallback-aiml
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| DialoGPT | fallback-aiml | |
|---|---|---|
| 7 | 1 | |
| 2,315 | 12 | |
| 1.0% | - | |
| 0.0 | 0.0 | |
| over 1 year ago | over 1 year ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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DialoGPT
- Just a thought
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Mycroft AI companion
They recommend using https://github.com/microsoft/DialoGPT now, btw. That appears to be current and maintained, plus on a transformer (vs rnn only). Might be better long-term to migrate.
- DialoGPT finetuned on my own message data
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I made a Python tool to help you know what to say!
I learned about GPT-3 and its strength as a generative model but couldn't access it yet (can't afford the API). Thankfully I found a GPT-2 based pre-trained model DialoGPT that was trained on Reddit.
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AIstiny: The ultimate debate bot. Phase 0: Viability and call to the community for help
The most readily available technology to create a chatbot of the type we want (due to the type of data we have) is GPT-2 based DialoGPT. There are many papers and examples, for example this. If you have never heard of GPT-2 before, maybe you have heard of AI Dungeon, although currently it is run on GPT-3, the initial versions were based on GPT-2
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Telegram Client+Bot that use Artificial Intelligence to waste scammers time
No it uses a chat AI based on GPT2 called DialoGPT
- [P] H5Records : Store large datasets in one single files with index access
fallback-aiml
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Mycroft AI companion
The AIML chatbot gives it some personality, although they're strange, canned responses, and it needs to be installed with pip to work properly. Voices sound really good now with mimic3, and a lot of skills can do interactive responses where it can ask follow up questions by reopening the mic. Aiml does this sometimes when it's being snarky.
What are some alternatives?
pistoBot - Create an AI that chats like you
cakechat - CakeChat: Emotional Generative Dialog System
GPT2-Chinese - Chinese version of GPT2 training code, using BERT tokenizer.
DialogRPT - EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"
GODEL - Large-scale pretrained models for goal-directed dialog
forte - Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
namekrea - NameKrea is an AI Domain Name Generator which uses GPT-2
conversation-helper - GUI implementation of a Transformer chatbot. Suggests amicable responses to messages from friends.
H5Record - Large dataset storage format for Pytorch
indexed-file - Simple class aimed to provide a simple indexed file scheme.
skill-fallback-cakechat - A Cakechat fallback skill for Mycroft AI