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albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-for-webqa

用BERT在百度WebQA中文问答数据集上做阅读问答

bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

bertbasedcorrectionmodels

PyTorch impelementations of BERT-based Spelling Error Correction Models. 基于BERT的文本纠错模型，使用PyTorch实现。

chatglm-finetuning

基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等

chatglm3

ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型

chinese-qa-with-bert

基于预训练模型 BERT 的阅读理解

chinesenmt

ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer

chineseocr-onnx

chineres ocr from picture, 中英文本检测与文本识别，dense-ctc，dbnet，crnn，pse，unet等模型

dbnet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

easynlp

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

fastllm

纯c++的全平台llm加速库，支持python调用，chatglm-6B级模型单卡可达10000+token / s，支持glm, llama, moss基座，手机端流畅运行

flat-lattice-transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

pl-marker

Source code for "Pack Together: Entity and Relation Extraction with Levitated Marker"

pure

NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction

pytorchner_zh

这是我ehr-journey项目的一个命名实体识别的子项目，主要实现基于中文预训练字向量finetune的Bert与BiLSTM模型的网络。演示使用了CCKS2019task1数据集，并实现了django接口。

rasa2.0_nlu

rasa 2.0中文nlu系统搭建

t5-pegasus-chinese

基于GOOGLE T5中文生成式模型的摘要生成/指代消解，支持batch批量生成，多进程

tensorrt-llm

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

tinybert

简洁易用版TinyBert：基于Bert进行知识蒸馏的预训练语言模型

torch2trt

An easy to use PyTorch to TensorRT converter

tplinker-joint-extraction