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awesome-llama2-resources

just collections about Llama2

baichuan-7b

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

bigscience

Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

colossalai

Making large AI models cheaper, faster and more accessible

deepctr

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

entropy-calculator

根据词在文档中熵的分布来识别最重要的词，使用Montemurro and Zanette算法

flash-attention

Fast and memory-efficient exact attention

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报

huggingface_toturials

bert-base-chinese example

iclr15

Sentiment Analysis with Ensemble

java_design_patterns

Java 实现的面向对象设计模式示例

lamda-pilot

🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox

llama2.c-for-dummies

Step by step explanation/tutorial of llama2.c

llm-

记录LLM中一些零碎的东西

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llmspracticalguide

llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证有效的领先模型）

nn-zero-to-hero

Neural Networks: Zero to Hero

pandas-cn

Pandas中文文档，欢迎贡献！

pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

redpajama-data

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

sklearn_tutorial

Slides for quick intro to machine learning with sklearn

the-art-of-command-line

Master the command line, in one page

the-art-of-linear-algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

tools

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs