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romsto/README.md

Hello, I am Romain 👋

🎓 Currently pursuing a M.S. in Computer Science and Engineering at Seoul National University (서울대학교)

🔬 Research Interests: My goal is to improve the efficiency and performance of language models without retraining or fine-tuning.

  • LLM Decoding
  • LLM Optimization
  • Information Retrieval

🏛️ Lab: Language and Data Intelligence Laboratory (ldi.snu.ac.kr), under the supervision of Prof. Hwang (황 교수님).

Website Linkedin: romain-storaï Stars

class Romain extends Student {
    
    final String username;
    String location;
    String[] skills;
    
    Romain() {
        username = "romsto";
        location = "South Korea"; // "France"
        skills = {"Large Language Models", "Deep Learning", "Software Engineering"};
    }
    
    Education[] getEducation() {
        Education[] myEducation = new Education[2];

        // Currently attending
        myEducation[1] = new EducationBuilder().degree(Degree.MASTER_OF_SCIENCE)
                                                .university("Seoul National University")
                                                .subjects("AI", "Natural Language Processing", "LLM", "Transformers")
                                                .attending();

        myEducation[0] = new EducationBuilder().degree(Degree.MASTER_OF_ENGINEERING)
                                                .university("IMT Mines Alès")
                                                .subjects("Computer Science", "AI", "General Engineering")
                                                .finished();

        return myEducation;
    }
    
    String[] getGoals() {
        return {"Feed my curiosity", "Contribute to humanity", "Accelerate & Improve LLMs"};
    }
    
    String getContact() {
        return "romsto@snu.ac.kr";
    }
}

Pinned Loading

  1. Speculative-Decoding Speculative-Decoding Public

    Implementation of the paper Fast Inference from Transformers via Speculative Decoding, Leviathan et al. 2023.

    Python 25

  2. Inappropriate-Language-Classifier Inappropriate-Language-Classifier Public

    Online video games need a better system to detect inappropriate language in chat, and using machine learning models could help create a safer and more enjoyable environment for all players.

    Jupyter Notebook 2

  3. RushHour RushHour Public

    Play the famous boardgame and Solve the puzzle automatically

    Java 1

  4. HoloBroadcast HoloBroadcast Public

    Minecraft Server Plugin : Display holograms in front of players.

    Java 2 1