CS329X_DecodingWithLLM

This repository contains the code for the CS329X final project: "Neural Similarity-Guided Retrieval for LLM-Based Brain-to-Text Decoding".

1. Retrieval System Construction

Platform: Kaggle
Rationale: Efficient handling of large Brain-to-Text '25 dataset with preset infrastructure
Link: Kaggle Notebook

2. Data Processing & Visualization

Platform: This repository
Components: Random dataset construction, Similarity metric computation, Visualization scripts

3. Model Training & Evaluation

Platform: Google Colab
Rationale: GPU resource utilization for LoRA fine-tuning
Link: Google Drive Folder