GODEL
Convoscope
| GODEL | Convoscope | |
|---|---|---|
| 5 | 1 | |
| 835 | 26 | |
| 0.5% | - | |
| 3.4 | 9.7 | |
| 5 months ago | 8 days ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT License |
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GODEL
- Microsoft: Large-scale pretrained models for goal-directed dialog
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Fine-tuning on Sales data?
I would use something like GODEL for something like this. https://github.com/microsoft/GODEL
- Godel: Large-Scale Pre-Training for Goal-Directed Dialog
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Microsoft AI Researchers Open-Source 'GODEL': A Large Scale Pre-Trained Language Model For Dialog
Go to the github page here this is able to run on consumer hardware. The largest model they have need 2.7GB of memory. So running an instance will consume almost all the RAM in your GPU and you won't be able to use it for something else, but it will run on it.
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"GODEL: Large-Scale Pre-Training for Goal-Directed Dialog", Peng et al 2022 {MS}
Github models to 2.7B: https://github.com/Microsoft/GODEL
Convoscope
What are some alternatives?
DialoGPT - Large-scale pretraining for dialogue
OpenSourceSmartGlasses - Open Source smart glasses designed to be 1. All day wearable 2. Immediately useful 3. Extendable for makers, startups, and everyone else.
rasa - 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
WearableIntelligenceSystem - Wearable computing software framework for intelligence augmentation research and applications. Easily build smart glasses apps, relying on built in voice command, speech recognition, computer vision, UI, sensors, smart phone connection, NLP, facial recognition, database, cloud connection, and more. This repo is in beta.
DialogRPT - EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"
DAMO-ConvAI - DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.
modular-diffusion - Python library for designing and training your own Diffusion Models with PyTorch.
Retrieval-based-Voice-Conversion-WebUI - Easily train a good VC model with voice data <= 10 mins!
TalkToModel - TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
simpletransformers - Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
forte - Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/