Popular GitHub Repositories for Decoding

PyTorch implementation of beam search decoding for seq2seq models

[ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation

Tensorflow based Neural Conversation Models

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433

Pipeline for training Language Models using PyTorch.

Code and supplemental material for "Sum-Product Autoencoding: Encoding and Decoding Representations using Sum-Product Networks"

Model Hemorrhage and the Robustness Limits of Large Language Models: A Perspective