gumplus

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

android-training-course-in-chinese

Android官方培训课程中文版

Creating_Customer_Segments

利用无监督学习(Kmeans, PCA等) 结合数据可视化来获取有效精准对应的客户分类,从而给以公司商业决策方面重要的参考依据.

deep_architecture_genealogy

Deep Learning Architecture Genealogy Project

DL_TransferLearning_DogsCats

依据Transfer Learning 思想,基于InceptionV3 CNN网络构建的图片分类系统,可根据需要扩展到任意图片识别系统.

Ensemble_CNNs

利用Transfer Learning 以及集成学习**构建的model,在Kaggle DogCat 比赛获得全球TOP1% ,15/1314优异成绩.

Multilabel-timeseries-classification-with-LSTM

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

PopMovie2_Android

遵循Google Material Design风格,构建极简的IMDB电影讯息分类查询以及收藏小程序:1.用到Square框架 2.Mysql存储收藏夹信息3.Json 查询Api接口

Sefl-Driving_Taxi_Qlearning

根据隐马尔科夫原理,依据Q-learning的加强学习算法, 构建一个能够自学习交通规则 并且能够经过加强学习训练之后 找到最佳规划路线 并且能在规定时间到达. 目前优化后的成功率达到99%. 这个是自动驾驶路线规划的重要部分.

Student_Intervention_Predict_System

运用到AdaBoosting, RandomForest 以及LogisticRegression 三种常用优秀算法,根据大量学生的关联信息(包括:个人,学校,性别,年龄,家庭情况,学生行为如缺课,喝酒等)建立一个预测系统

gumplus/alpaca-qlora

Instruct-tune Open LLaMA / RedPajama / StableLM models on consumer hardware using QLoRA

gumplus/AudioLDM

AudioLDM: Generate speech, sound effects, music and beyond, with text.

gumplus/Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

gumplus/bloomchat

This repo contains the data preparation, tokenization, training and inference code for BLOOMChat. BLOOMChat is a 176 billion parameter multilingual chat model based on BLOOM.

gumplus/chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

gumplus/ChatGPT-Plugins-Collection

An unofficial collection of Plugins for ChatGPT, in any programming language!

gumplus/Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU部署 (Chinese LLaMA & Alpaca LLMs)

gumplus/consistency_models

Official repo for consistency models.

gumplus/DeepSpeed

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

gumplus/DeepSpeedExamples

Example models using DeepSpeed

gumplus/exllama

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

gumplus/Firefly

Firefly(流萤): 中文对话式大语言模型(全量微调+QLoRA)

gumplus/ggml

Tensor library for machine learning

gumplus/GPTQ-for-LLaMa

4 bits quantization of LLaMA using GPTQ

gumplus/ImageBind

ImageBind One Embedding Space to Bind Them All

gumplus/law-cn-ai

⚖️ AI 法律助手

gumplus/Laws

gumplus/llm-foundry

LLM training code for MosaicML foundation models

gumplus/long_llama

LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transformer (FoT) method.

gumplus/LongChat

Official repository for LongChat and LongEval

gumplus/Mr.-Ranedeer-AI-Tutor

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

gumplus/OpenCat

An open source quadruped robot dog in Boston Dynamics-style for STEM education and AI-enhanced services.

gumplus/QuIP

Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"

gumplus/RedPajama-Data

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

gumplus/roop_colab

单图，一键，视频换脸！使用Colab脚本，不用烧显卡，不用蒸桑拿！

gumplus/so-vits-svc-fork

so-vits-svc fork with realtime support, improved interface and more features.

gumplus/StableLM

StableLM: Stability AI Language Models

gumplus/text-generation-webui

A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.

gumplus/whisper-diarization

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

gumplus/whisper.cpp

Port of OpenAI's Whisper model in C/C++