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

DSPy: The framework for programming—not prompting—foundation models

BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.

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…

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

The last data dump of Freebase with introductory explanation of its schema

Interact with your documents using the power of GPT, 100% privately, no data leaks

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

the AI-native open-source embedding database

🦜🔗 Build context-aware reasoning applications

Inference code for Llama models

LLM as a Chatbot Service

A service for relation linking for knowledge base question answering.

Containers for machine learning

Instruction Tuning with GPT-4

Instruct-tune LLaMA on consumer hardware

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Plain pytorch implementation of LLaMA

Official TagMe API wrapper for Python.

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

The application is face recognition monitoring system built on Raspberry Pi 4. The system uses CNN for face recognition. To offload the recognition overload from Raspberry Pi the recognition module…

A simple project to simulate dns system

Domain Name Server System

Using Python StatsModel ARIMA to Forecast Time Series of Cars in Walmart Parking Lot

ARIMA with Python

ARIMA forecasts on the AirPassengers dataset built in Python and Tableau