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LLMFreeOpen Source
PADDLENLP
Easy-to-use LLM and NLP library with a comprehensive model zoo
Apache-2.0
ABOUT
Building production NLP and LLM applications requires managing pretrained model weights, tokenizers, training loops, and inference optimizations across dozens of architectures — a significant engineering effort for most teams. PaddleNLP provides a unified library with hundreds of pretrained models (BERT, ERNIE, Llama, Qwen, etc.), distributed training support, document intelligence pipelines, and semantic search capabilities — all with a consistent API on top of PaddlePaddle.
INSTALL
pip install paddlenlpINTEGRATION GUIDE
1. Fine-tune large language models on domain-specific data with distributed training support
2. Extract structured information from documents using the UIE information extraction framework
3. Build neural search and document retrieval pipelines with semantic embedding models
4. Deploy LLM inference endpoints with high-performance serving and quantization support
5. Perform text classification, sentiment analysis, and sequence labeling at scale
TAGS
pythonnlpllmdocument-intelligenceembeddinginformation-extractiontransformerspaddlepaddle