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dylgithub's Projects

bert_train_myself icon bert_train_myself

自己对Bert训练源码的改编，主要是为了方便随时获得验证集的LOSS值

bert_use icon bert_use

把bert固化成pb文件以及bert批量预测

cluster icon cluster

对改进kmeans以及层次聚类、密度聚类的使用对比

cnn-classify icon cnn-classify

不用look_embedding层实现CNN对新闻文本进行分类，注意输入向量的pkl文件较大没法上传每次自己生成便可

crf icon crf

用CRF++抽取特殊领域的专有名词

crf_use icon crf_use

对语料的预处理使其符合CRF++的数据格式以及对CRF++输出文件的处理

elmo icon elmo

ELMO的预训练以及结合具体任务进行分类

fasttext icon fasttext

常用文本分类工具fasttext的使用

instruction_data icon instruction_data

Chinese-LLaMA 、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集

models icon models

Models and examples built with TensorFlow

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