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alpaca-cot

We extend CoT data to Alpaca to boost its reasoning ability. We are constantly expanding our collection of instruction-tuning data, and integrating more LLMs together for easy use. （我们将CoT数据扩展到Alpaca以提高其推理能力，同时我们将不断收集更多的instruction-tuning数据集,并在我们框架下集成进更多的LLM，打造一个通用的LLM-IFT平台。）

baichuan-7b

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

bbt-fincuge-applications

bibliothecarius

Quickly build services to integrate your local data and AI models.

breeze

Breeze is a numerical processing library for Scala.

chatglm-6b

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

chatglm-6b-bibliothecarius

Adapt bibliothecarius custom model interface

chatllama

ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT

deepspeed

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

deepspeedexamples

Example models using DeepSpeed

fengshenbang-lm

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

glm-130b

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

gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

harvesttext

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

hdp-configuration-utils

hdp-configuration-utils

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

jieba

结巴中文分词

kg-baseline-pytorch

2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系抽取，Joint Relation Extraction.

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-chatglm

langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识的 ChatGLM 问答

learn2learn

A PyTorch Library for Meta-learning Research

ltp

Language Technology Platform

minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

open-chinese-chatllama

The complete training code of the open-source Chinese-Llama model, including the full process from pre-training instructing and RLHF.

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

pagerank

A Python implementation of Larry's famous PageRank algorithm.

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation