laa-1/machine-translation
一个基于 PyTorch 框架构建 Transformers 模型并应用于翻译任务的项目,其中附带了详细的文档介绍 Transformers 模型在训练和推理中数据是如何变化的。
This project helps developers build and understand machine translation models. It takes English and Chinese sentence pairs as input, processes them, and then trains a Transformer model to translate English sentences into Chinese. It's designed for machine learning engineers or researchers interested in implementing and studying neural machine translation.
No commits in the last 6 months.
Use this if you are a machine learning engineer or researcher who wants to implement, train, and understand a Transformer-based English-to-Chinese machine translation model using PyTorch.
Not ideal if you are looking for a ready-to-use translation API or a tool for casual translation without needing to understand the underlying model architecture or training process.
Stars
8
Forks
—
Language
Python
License
—
Category
Last pushed
Sep 09, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/transformers/laa-1/machine-translation"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
lucidrains/x-transformers
A concise but complete full-attention transformer with a set of promising experimental features...
kanishkamisra/minicons
Utility for behavioral and representational analyses of Language Models
lucidrains/simple-hierarchical-transformer
Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
lucidrains/dreamer4
Implementation of Danijar's latest iteration for his Dreamer line of work
Nicolepcx/Transformers-in-Action
This is the corresponding code for the book Transformers in Action