Java implementation of the Aho-Corasick algorithm for efficient string matching

🚀 Efficient implementations of state-of-the-art linear attention models in Torch and Triton

A flexible, high-performance framework for large-scale retrieval problems based on TensorFlow.

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Google Research

Header-only C++/python library for fast approximate nearest neighbors

Mamba SSM architecture

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

Kolmogorov Arnold Networks

Advanced Retrieval Algorithms for Decomposing Large-Scale Candidate Set into Pieces.

An industrial deep learning framework for high-dimension sparse data

Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

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

该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

most comfortable and dynamic way to process binary data in Java and Android

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

docTTTTTquery document expansion model

SPLADE: sparse neural search (SIGIR21, SIGIR22)

基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

GLM (General Language Model)

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

An Open-Source Framework for Prompt-Learning.

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)