modular-diffusion
GODEL
| modular-diffusion | GODEL | |
|---|---|---|
| 1 | 5 | |
| 257 | 836 | |
| - | 0.6% | |
| 8.0 | 3.4 | |
| 7 months ago | 5 months ago | |
| Python | Python | |
| MIT License | MIT License |
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modular-diffusion
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I Built a Modular Python Library for Designing and Training Diffusion Models from Scratch
Last week, I released a project I've been working on for months: Modular Diffusion. It's a modular Python library for designing and training your own Diffusion Models in just a few lines of code. I also wrote a documentation page. The project has already gotten some great community feedback and I'm hoping you guys like it too!
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
What are some alternatives?
minimal-text-diffusion - A minimal implementation of diffusion models for text generation
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
Convoscope - AI tools to augment conversations on smart glasses, wearables, laptops, and smart meeting rooms.
DialogRPT - EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"
TalkToModel - TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
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.
mutate - A library to synthesize text datasets using Large Language Models (LLM)
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.