wb14123/seq2seq-couplet

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

5487 stars · 1054 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A deep learning project that generates Chinese couplets (对联) using a seq2seq model built with TensorFlow. It includes training scripts, a web server for serving the model, and Docker support, with a live demo available online.

Use cases

• generate the second line of a Chinese couplet from the first line
• train a seq2seq model on Chinese couplet data
• serve a trained couplet model as a web service
• experiment with sequence-to-sequence text generation in TensorFlow
• build a fun AI demo for Chinese poetry

When to choose

• you want a working seq2seq example for Chinese text generation
• you need a ready-made couplet generation model with training and serving code
• you want to learn how to train and deploy a TensorFlow seq2seq model end to end

When to avoid

• you need modern framework support (project uses older TensorFlow and Python 3.6)
• you need production-grade NLP generation beyond couplets
• you cannot provide a GPU or the couplet dataset

Facets

application · maturity maintenance

machine-learning deep-learning nlp llm-training deep-learning machine-learning python seq2seq couplet tensorflow chinese-poetry text-generation natural-language-processing linux docker web-server

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markdown · JSON · MCP: product_card(name="wb14123/seq2seq-couplet")