machine-translation

Cybertron: the home planet of the Transformers in Go

“百聆”是一个基于LLaMA的语言对齐增强的英语/中文大语言模型，具有优越的英语/中文能力，在多语言和通用任务等多项测试中取得ChatGPT 90%的性能。BayLing is an English/Chinese LLM equipped with advanced language alignment, showing superior capability in English/Chinese generation, instruction following and multi-turn interaction.⚠️ This project has been moved to: https://github.com/BayLing-Models/BayLing

Meta's "No Language Left Behind" models served as web app and REST API

Easy-Translate is a script for translating large text files with a SINGLE COMMAND. Easy-Translate is designed to be as easy as possible for beginners and as seamlesscustomizable and as possible for advanced users.

An overview of the AI-as-a-service landscape

A performant high-throughput CPU-based API for Meta's No Language Left Behind (NLLB) using CTranslate2, hosted on Hugging Face Spaces.

EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. :star: support NLP!

Tutorials and my solutions to the Udacity NLP Nanodegree

Offline AI book translator for EPUB, PDF, and TXT. Translate entire books and novels locally with Ollama, document glossaries, refinement, and side-by-side review.

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

Bilingual term extractor

ONNX-compatible Fast SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

Code for ACL 2022 main conference paper "STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation".

Repository for My HuggingFace Natural Language Processing Projects

Offline neural translation across English, Spanish, French & Italian — type or speak, read or hear it. Built on ggml.

Local CLI for Google's TranslateGemma translation models with multi-platform support (MLX for Apple Silicon, PyTorch for CUDA/CPU).

Natural Language Processing Nanodegree from Udacity Platform, in which I implement Hidden Markov Model for POS Tagger, Bidirectional LSTM for English-French Machine Translation, and End-to-End LSTM-based Speech Recognition

Python framework for artificial text detection: NLP approaches to compare natural text against generated by neural networks.

Text to emoji translation via DeepDreaming

A dataset for multimodal machine translation