Han Ma's repositories
bert_doc_binary_classification
文本二分类任务，是否文档是否属于政治上的出访类事件，利用BERT提取特征，模型采用简单的DNN。
best-of-jupyter
🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.
CLUE-bert4keras
真 · “Deep Learning for Humans”
ColossalAI
Making large AI models cheaper, faster and more accessible
DeepNER
天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch
DGA_Detection
DGA Detection with ML and DL
FewCLUE
FewCLUE 小样本学习测评基准，中文版
FewRel
A Large-Scale Few-Shot Relation Extraction Dataset
FindTheChatGPTer
ChatGPT爆火，开启了通往AGI的关键一步，本项目旨在汇总那些ChatGPT的开源平替们，包括文本大模型、多模态大模型等，为大家提供一些便利
gpt4all
gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue
K-BERT
Source code of K-BERT (AAAI2020)
kg-bert
KG-BERT: BERT for Knowledge Graph Completion
LanguageBind
Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
llm-alignment-survey
A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey" for more details!
LM-BFF
LM-BFF: Better Few-shot Fine-tuning of Language Models
MedicalGPT
MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。
MKR
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
NLP-Interview-Notes
本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。
OpenAI-CLIP
Simple implementation of OpenAI CLIP model in PyTorch.
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Pocket-GLUE
这里是用torch写的简洁版的GLUE评测代码。This is the simpler code written by torch in GLUE.
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
shine-cluster
Simple High performance Infrastructure for Neural network Experiments
SimCSE
SimCSE: Simple Contrastive Learning of Sentence Embeddings
zero_nlp
中文nlp应用(数据、模型、训练、推理)