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1. speculative-decoding speculative-decoding Public

   Speculative Decoding implementation based on "Accelerating Large Language Model Decoding with Speculative Sampling" paper by DeepMind, 2023

   Python

2. grit-multimodal-llms grit-multimodal-llms Public

   Geometric Reprojection Instruction Tuning (GRIT): A parameter-efficient fine-tuning framework that combines LoRA with curvature-aware optimization and neural reprojection for efficient adaptation o…

   Python

3. tsp-genetic-algorithm tsp-genetic-algorithm Public

   Advanced Genetic Algorithm for solving the Traveling Salesman Problem with k-nearest neighbor initialization, 2-opt mutation, and multi-tier breeding strategies

   Python

4. topic-modeling topic-modeling Public

   Multi-label topic classification for scientific articles using transformer models. Implemented and compared 7+ architectures (BERT, RoBERTa, SciBERT, XLNet, T5) with ensemble methods, achieving 85.…

   Jupyter Notebook 5