《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

A large-scale 7B pretraining language model developed by BaiChuan-Inc.

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Generative Agents: Interactive Simulacra of Human Behavior

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

Instruct-tune LLaMA on consumer hardware

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

❗ uplift modeling in scikit-learn style in python 🐍

使用BERT-BILSTM-CRF进行中文命名实体识别。

Uplift modeling and causal inference with machine learning algorithms

Transformer是谷歌在17年发表的Attention Is All You Need 中使用的模型，经过这些年的大量的工业使用和论文验证，在深度学习领域已经占据重要地位。Bert就是从Transformer中衍生出来的语言模型。我会以中文翻译英文为例，来解释Transformer输入到输出整个流程。

Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统

transformers结构的中文OFA模型

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Jupyter notebooks for the Natural Language Processing with Transformers book

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

该仓库主要记录 NLP 算法工程师相关的面试题

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