DialoGPT
forte
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| DialoGPT | forte | |
|---|---|---|
| 7 | 2 | |
| 2,315 | 236 | |
| 1.0% | 0.4% | |
| 0.0 | 3.9 | |
| over 1 year ago | 3 months 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
forte
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[P] How Forte Transforms the Building of ML Solutions with PyTorch into Assembly Lines
Github: https://github.com/asyml/forte Documentation: https://asyml-forte.readthedocs.io/en/latest Technical Report: https://aclanthology.org/2020.emnlp-demos.26/
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Building Modular and Re-purposable NLP Pipelines
Introducing Forte, from the CASL open-source project at Petuum. Forte combines multiple NLP tools to construct an entire NLP pipeline with a few lines of python and extend them to different domains.
What are some alternatives?
pistoBot - Create an AI that chats like you
nlp-recipes - Natural Language Processing Best Practices & Examples
GPT2-Chinese - Chinese version of GPT2 training code, using BERT tokenizer.
GODEL - Large-scale pretrained models for goal-directed dialog
DialogRPT - EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"
ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models
fondant - Production-ready data processing made easy and shareable
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.
cakechat - CakeChat: Emotional Generative Dialog System
H5Record - Large dataset storage format for Pytorch