Popular GitHub Repositories for Encoding Decoding

? Scalable embedding, reasoning, ranking for images and sentences with CLIP

LightSeq: A High Performance Library for Sequence Processing and Generation

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

? Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms?

MLBox is a powerful Automated Machine Learning python library.

Large-scale LLM inference engine

[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.

EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"

FFmate is a modern and powerful automation layer built on top of FFmpeg - designed to make video and audio transcoding simpler, smarter, and easier to integrate

Cameras as Relative Positional Encoding

DGMs for NLP. A roadmap.

Official code base for MinD-Video