🏦 银行笔试面试经验分享及资料分享（help you pass the bank interview, and get a amazing bank offer!）

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

an intro to retrieval augmented large language model

该仓库主要记录 NLP 算法工程师相关的面试题

整理自然语言处理、推荐系统、搜索引擎等AI领域的入门笔记，论文学习笔记和面试资料（关于NLP那些你不知道的事、关于推荐系统那些你不知道的事、NLP百面百搭、推荐系统百面百搭、搜索引擎百面百搭）

推荐系统入门指南，全面介绍了工业级推荐系统的理论知识（王树森推荐系统公开课-基于小红书的场景讲解工业界真实的推荐系统），如何基于TensorFlow2训练模型，如何实现高性能、高并发、高可用的Golang推理微服务。Comprehensively introduced the theory of industrial recommender system, how to trainning …

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

Code for "DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets", accepted at Neurips 2023 (Main conference).

T-Mamba: A unified framework with Long-Range Dependency in dual-domain for 2D & 3D Tooth Segmentation

MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

推荐系统学习笔记

the resources about the application based on LLM with RAG pattern

NLP新手入门教程

⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)

Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

Retrieval and Retrieval-augmented LLMs

QLoRA: Efficient Finetuning of Quantized LLMs

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

Use PEFT or Full-parameter to finetune 400+ LLMs or 100+ MLLMs. (LLM: Qwen2.5, Llama3.2, GLM4, Internlm2.5, Yi1.5, Mistral, Baichuan2, DeepSeek, Gemma2, ...; MLLM: Qwen2-VL, Qwen2-Audio, Llama3.2-V…

Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Qwen2.5 is the large language model series developed by Qwen team, Alibaba Cloud.

Code for the paper "ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning" (ACL'23).

A curated list of radiology report generation (medical report generation) and related areas. :-)

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

TinySTL is a subset of STL(cut some containers and algorithms) and also a superset of STL(add some other containers and algorithms)