TsinghuaAI/CPM-1-Generate

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1578 stars · 209 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

CPM-Generate provides inference code for CPM-LM, a 2.6B-parameter Chinese pre-trained language model based on the GPT-2 architecture and Megatron-LM. It supports interactive and scripted text generation, model parallelism tuning, and zero-shot evaluation on Chinese NLP benchmarks like OCNLI, TNEWS, and IFLYTEK.

Use cases

• generate Chinese text with a large pretrained language model
• run zero-shot classification on Chinese NLP benchmarks
• experiment with few-shot and zero-shot learning in Chinese
• run a 2.6B parameter GPT-style model locally on GPUs
• adjust model parallelism size for inference

When to choose

• you need a large Chinese-language pretrained model for text generation or zero-shot tasks
• you have multi-GPU hardware and want to run CPM-LM locally
• you want to reproduce or build on CPM-1 research

When to avoid

• you need a lightweight model for consumer hardware - use BMInf or CPM-Distill instead
• you need a maintained general-purpose LLM framework rather than a model-specific inference repo
• you work primarily with English or multilingual models

Facets

library · maturity maintenance

llm-inference nlp machine-learning large-language-models artificial-intelligence python chinese-language-model text-generation gpt-2 zero-shot-learning megatron-lm sentencepiece model-parallelism natural-language-processing gpu linux docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="TsinghuaAI/CPM-1-Generate")