Nandan Kumar Jha
Nandan91
PhD candidate at NYU. Research interests: High dimensional learning dynamics, Representation learning
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Top Repositories
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks
Official PyTorch Implementation of 'Entropy-Guided Attention for Private LLMs' (PPAI Workshop. AAAI 2025)
Offical implementation for Spectral Scaling Laws (EMNLP 2025)
LLM (Large Language Model) FineTuning
The full collection of all codes for my Youtube Channel segregated as per topic.
Repositories
16Offical implementation for Spectral Scaling Laws (EMNLP 2025)
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks
Official PyTorch Implementation of 'Entropy-Guided Attention for Private LLMs' (PPAI Workshop. AAAI 2025)
No description provided.
LLM (Large Language Model) FineTuning
The full collection of all codes for my Youtube Channel segregated as per topic.
Entropy Based Sampling and Parallel CoT Decoding
PyTorch implementation of normalization-free LLMs investigating entropic behavior to find desirable activation functions
Official PyTorch code for "DeepReShape: Redesigning Neural Networks for Efficient Private Inference," accepted at TMLR 2024
Implementing a ChatGPT-like LLM from scratch, step by step
No description provided.
No description provided.
A framework for Privacy Preserving Machine Learning
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
PyTorch implementation of SENet
Jupyter metapackage for installation, docs and chat