hongyingyue/Text-classification
Text classification NLP pipeline with transformers
This project helps you quickly set up a text classification machine learning pipeline. You provide your raw text data, and it outputs a trained model capable of categorizing new text. Data scientists and machine learning engineers who need to classify text using advanced transformer models would use this.
No commits in the last 6 months.
Use this if you are a data scientist or ML engineer looking for a ready-to-use template to train and deploy transformer-based text classification models, such as Deberta or Llama.
Not ideal if you are an end-user needing a pre-built text classification application rather than a training and inference pipeline.
Stars
26
Forks
11
Language
Python
License
—
Category
Last pushed
Aug 22, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/hongyingyue/Text-classification"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
yongzhuo/Pytorch-NLU
中文文本分类、序列标注工具包（pytorch），支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词、抽取式文本摘要等序列标注任务。 Chinese text...
aniass/Product-Categorization-NLP
Multi-Class Text Classification for products based on their description with Machine Learning...
VinAIResearch/BERTweet
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
hppRC/bert-classification-tutorial
【2023年版】BERTによるテキスト分類
zhanlaoban/Transformers_for_Text_Classification
基于Transformers的文本分类