dailyncepu's repositories
BERT-pytorch
Google AI 2018 BERT pytorch implementation
BERT-train2deploy
BERT模型从训练到部署
bert4keras
light reimplement of bert for keras
caffe
Caffe: a fast open framework for deep learning.
DL-Cookbook
Deep Learning System core principles introduction.
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
aigc-cookbook
《构筑大语言模型应用:应用开发与架构设计》一本关于 LLM 在真实世界应用的开源电子书,介绍了大语言模型的基础知识和应用,以及如何构建自己的模型。其中包括Prompt的编写、开发和管理,探索最好的大语言模型能带来什么,以及LLM应用开发的模式和架构设计。
Chat2DB
🔥 🔥 🔥 An intelligent and versatile general-purpose SQL client and reporting tool for databases which integrates ChatGPT capabilities.(智能的通用数据库SQL客户端和报表工具)
ChatGLM-RLHF
对ChatGLM直接使用RLHF提升或降低目标输出概率|Modify ChatGLM output with only RLHF
clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
ColossalAI
Making big AI models cheaper, easier, and more scalable
deep_learning
基础的深度学习实验研究结果汇总笔记
deep_learning_estimator
深度学习在推荐算法的ctr预估等场景中的应用,该项目使用tensorflow estimator进行封装,包括dnn、deepfm、din、autoint等模型
DeepMatch
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.
DMR
Deep Match to Rank Model for Personalized Click-Through Rate Prediction
Familia
A Toolkit for Industrial Topic Modeling
fastText
Library for fast text representation and classification.
go-zero
A cloud-native Go microservices framework with cli tool for productivity.
KDD_CUP_2020_Debiasing_Rush
Solution to the Debiasing Track of KDD CUP 2020
langchain-ChatGLM
langchain-ChatGLM, local knowledge based ChatGLM with langchain | 基于本地知识库的 ChatGLM 问答
microsoft_Olive
Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.
milvus
An open source embedding vector similarity search engine powered by Faiss, NMSLIB and Annoy
opencc-python
OpenCC made with Python
prompt-engineering-for-developers
吴恩达大模型系列课程中文版,包括《Prompt Engineering》、《Building System》和《LangChain》
pynsq
The official Python client library for NSQ
pytorch-pretrained-BERT
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
recsys-onerec
在常规推荐系统算法和系统双优化的范式下,一线公司针对单个任务或单个业务的效果挖掘几乎达到极限。从2019年我们开始关注多种信息的萃取融合,提出了OneRec算法,希望通过平台或外部各种各样的信息来进行知识集成,打破数据孤岛,极大扩充推荐的“Extra World Knowledge”。 已实践的算法包括行为数据,内容描述,社交信息,知识图谱等。在OneRec,每种信息和整体算法的集成是可插拔的,这样的话一方面方便大家在自己的平台数据下灵活组合各种信息,另一方面方便开源共建,大家可以在上边集成自己的各种算法。今天分享的都是之前在线上验证过效果的工作,相关代码和论文已经开源在:。欢迎大家开源共建。
scikit-llm
Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.
TextBrewer
A PyTorch-based knowledge distillation toolkit for natural language processing