Discover NiuTrans/Introduction-to-Transformers Open Source project

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Created 12 months ago
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NiuTrans

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An introduction to basic concepts of Transformers and key techniques of their recent advances.

MTBook

《机器翻译：基础与模型》肖桐朱靖波著 - Machine Translation: Foundations and Models

TeX

2,712

ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

Classical-Modern

CNSurvey

一份中文综述文章列表（自然语言处理&机器学习）

548

NiuTensor

NiuTensor is an open-source toolkit developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. It provides tensor utilities to create and train neural networks.

C++

379

ABigSurveyOfLLMs

A collection of 150+ surveys on LLMs

172

NiuTrans.SMT

NiuTrans.SMT is an open-source statistical machine translation system developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. The NiuTrans system is fully developed in C++ language. So it runs fast and uses less memory. Currently it supports phrase-based, hierarchical phrase-based and syntax-based (string-to-tree, tree-to-string and tree-to-tree) models for research-oriented studies.

C++

144

NiuTrans.NMT

A Fast Neural Machine Translation System developed in C++.

C++

136

MT-paper-lists

MT paper lists (by conference)

123

NASPapers

Paper lists of neural architecture search (NAS)

121

LanguageCodes

We present a list of languages with their codes, families, regions and etc. We also present a list of multi-lingual corpora (with urls).

compiler-notes

Vision-LLM-Alignment

This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vision models.

Python

MTVenues

A list of conferences and journals relevant to machine translation

Hands-on-GEMM

A tutorial on GEMM

Cuda

NiuTrans/Introduction-to-Transformers

NiuTrans

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