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NLP Models

A repository for building transformer based nlp models

Installation

Install from PyPi

pip install nlp-models

Install from source

git clone git@github.com:minggnim/nlp-models.git
pip install -r requirements

Llama2 Quantization model on consumer CPU

Run Chat applications on CPU

  1. Streamlit UI

    cd apps
streamlit run chat.py

  2. Command line

    llm_app chat -s 'hi there'

Run Q&A application on CPU

  1. Steamlit UI

    cd apps
streamlit run qa.py

Models

  1. bert_classifier A wrapper package around BERT-based classification models

  2. multi_task_model An implementation of multi-tasking model built on encoder models

  3. GPT-2

  4. Falcon 7B

  5. Quantized Llama2 models

Project links

Key dates

PyPI data
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  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for minggnim from gravatar.com minggnim

Credits

Author: Ming Gao

License

MIT License

Requires

Python >=3.6

Classifiers

Report project as malware

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Source Distribution

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4.2.2 This release

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