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Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型,支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.

License: Apache License 2.0

Jupyter Notebook 83.20% Python 16.57% Batchfile 0.06% Shell 0.17%
language-model phi-2 retrieval-augmented-generation text-generation

phi2-mini-chinese's Introduction

PROFILE+VIEWS FOLLOWERS 博客主页 Gitee主页

Hi there 👋

Thanks for visiting my Github Page. Here are some facts about me:

  • 🔭 I’m currently working on: machine learning / deep learning, data analysis / risk control / data mining, and algorithm.
  • 🌱 I'm also working on those directions of NLP: text classification, information extraction and text generation.
  • 🔬 I'm now interesting in how to get high-quality text for training language models (for examples, text-to-text model such as T5, causal language model such as GPT2 / Phi), and how to speedy up LLM (Large Language Model) training, fine-tune and inference. In addition, the application of LLM in vertical fields is also a very interesting direction, such as RAG (Retrieval Augmented Generation).
  • 📫 ······

My skills 🛠️

  • Languages:
    • Python, SQL, Shell, C++, a little Golang and a little Java.
  • Frameworks:
    • PyTorch, Huggingface's NLP framework, Pandas & Numpy, PySpark, Hive.
  • Developments:
    • Linux, Git, Docker, VSCode, Markdown.

Contributes 🧑‍💻

GitHub Streak

   Charent's GitHub stats       Top Langs   

Links 🔗

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