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@winosaurus @REU-GRYD-2023

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K0EKJE/README.md

  • 👋 Hi, I’m Rain
  • 👀 I'm interested in machine learning and data science
  • 📫 How to reach me: haoranj@stanford.edu

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  1. VLM-Based-Retrieval-Augmented-Generation Public

    Stanford NLP course group project repo. RAG based on VLM retriever for visual understanding. Fine-tuned using synthetic data and evaluated on ViDore Benchmark and out-of-domain testset.

    Python

  2. CNN_compression_with_Tensor_Decomposition Public

    Research in compressing convolutional layers of CNN using low-rank tensor decomposition

    Python 10

  3. Retrieval-Augmented-Generation-for-PodCastQA Public

    A RAG system build with LangChain and Ollma. Llama 3.2 as generator and BGE as embedding model.

    Python 4

  4. Market-Sentiment-Analysis Public

    Fine tuned a RoBERTa to analyze the relationship between Chinese investors' sentiment and Shanghai composite index, using online comment data crawled with selenium.

    Python 2

  5. LLM-Based-News-Recommendation Public

    Flask-based web application designed for similarity searches on news articles. Input a paragraph or url and returns the most similar news articles from the database.

    Python 4