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Haojie Pan's Projects

tfbert icon tfbert

基于tensorflow1.x的预训练模型调用,支持单机多卡、梯度累积,XLA加速,混合精度。可灵活训练、验证、预测。

tianchi-multi-task icon tianchi-multi-task

NLP中文预训练模型泛化能力挑战赛(https://tianchi.aliyun.com/competition/entrance/531841/introduction?spm=5176.12281957.1004.2.7a883eafYhYhOq)

time_nlp icon time_nlp

Time-NLP的python3版本 中文时间表达词转换

topiccluster icon topiccluster

A simple documentary topic analysis implement based on traditional K-means and LDA which can achieve a not-bad result. 基于Kmeans与Lda模型的多文档主题聚类,输入多篇文档,输出每个主题的关键词与相应文本,可用于主题发现与热点分析等应用,如历时话题建模,评论画像等。

transformers_tasks icon transformers_tasks

NLP Algorithms with transformers lib. Supporting Text-Classification, Information-Extraction, Text-Matching, RLHF etc.

triplet-loss-pytorch icon triplet-loss-pytorch

A generic triplet data loader for image classification problems,and a triplet loss net demo.

trl icon trl

Train transformer language models with reinforcement learning.

trlx icon trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

turbotransformers icon turbotransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

uer-py icon uer-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

ugfraud icon ugfraud

An Unsupervised Graph-based Toolbox for Fraud Detection

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