#39 · Primary category： LLM Application Frameworks
PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
Project last updated：05/23/26
GitHub Stars
13.0K
Forks
3.0K
Contributors
382
License
Apache-2.0
Why we included this project
PaddleNLP wraps the full model development loop around the PaddlePaddle framework: pretraining with 4D parallelism, fine-tuning with optimized operators and LoRA-style methods, lossless compression, and high-performance inference all live in one codebase. That means a team can move from picking a model to serving it without bolting together several separate tools. The model zoo covers encoder models like BERT and ERNIE as well as generative ones such as LLaMA and the Qwen series, and the Auto API loads weights and tokenizers in a couple of lines. It earns its place most clearly if you are already on PaddlePaddle or need to run on domestic accelerators like Ascend, Kunlun, and Hygon alongside NVIDIA GPUs.
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