GODEL
DialogRPT
| GODEL | DialogRPT | |
|---|---|---|
| 5 | 1 | |
| 835 | 336 | |
| 0.5% | - | |
| 3.4 | 2.4 | |
| 5 months ago | 8 months ago | |
| Python | Python | |
| 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
DialogRPT
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Is beta hat dead?
Apparently Microsoft didn't get this message.
What are some alternatives?
DialoGPT - Large-scale pretraining for dialogue
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
transfer-learning-conv-ai - 🦄 State-of-the-Art Conversational AI with Transfer Learning
Convoscope - AI tools to augment conversations on smart glasses, wearables, laptops, and smart meeting rooms.
simpletransformers - Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
modular-diffusion - Python library for designing and training your own Diffusion Models with PyTorch.
DAMO-ConvAI - DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.
TalkToModel - TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
CogView - Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
forte - Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.