# liucongg/GPT2-NewsTitle

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

Repository: https://github.com/liucongg/GPT2-NewsTitle
Canonical: https://ross.abutalabs.com/products/gpt2-newstitle
Language: Python
License: Apache-2.0
License Family: permissive
Topics: gpt2, torch, text-generation, chinese, transformer, news-summarization, nlp
Last push: 2022-03-08T09:24:59+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 2086, "days_push": 1639, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1111, forks 180 (observed 2026-08-28T04:03:37.682116+00:00)

## What it is
A heavily commented Chinese-language GPT2 project that trains, tests, and deploys a news headline generation model using HuggingFace transformers. It includes a curated Chinese summarization dataset collection and a Flask/Streamlit web demo for generating titles from news content.

## Use cases
- learn how to train a GPT2 text generation model end to end
- generate news headlines from article body text in Chinese
- build a Chinese abstractive summarization model
- find cleaned Chinese news and summarization datasets
- deploy a text generation model as a simple web demo

## When to choose
- you want a tutorial-style, thoroughly commented codebase for learning GPT2 generation in Chinese
- you need a starting point for Chinese headline/summarization generation with transformers
- you want a bundled collection of Chinese summarization datasets

## When to avoid
- you need a production-grade, high-quality headline generation model (the shipped model is small and undertrained)
- you want multilingual or English text generation
- you need actively maintained code or recent dependency support

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: machine-learning, nlp, llm-training, data-science
- domain: large-language-models, machine-learning, tutorials
- platform: python
- tags: gpt2, text-generation, chinese, news-summarization, transformers, pytorch, title-generation, streamlit, flask, natural-language-processing

## Member repositories
- liucongg/GPT2-NewsTitle (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:37.682116+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:43:24.375683+00:00, confidence not recorded.
  - readme: https://github.com/liucongg/GPT2-NewsTitle (fetched 2026-08-28T04:03:37.682116+00:00, sha f4f5f1307ad6)
- Data as of 2026-08-30T08:39:29.467469+00:00.