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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.

chat-robot

clue-bert4keras

真 · “Deep Learning for Humans”

colossalai

Making large AI models cheaper, faster and more accessible

data

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_analysis

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

helloworld

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)