littledeepthink

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

active-learning

python-pinyin

汉字转拼音(pypinyin)

transitions

A lightweight, object-oriented finite state machine implementation in Python with many extensions

pyjsgf

JSpeech Grammar Format (JSGF) compiler, matcher and parser package for Python.

Qwen2

Qwen2 is the large language model series developed by Qwen team, Alibaba Cloud.

GLM-4

GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Qwen-Agent

Agent framework and applications built upon Qwen2, featuring Function Calling, Code Interpreter, RAG, and Chrome extension.

optimum

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

transformers

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

dlrover

DLRover: An Automatic Distributed Deep Learning System

MFTCoder

High Accuracy and efficiency multi-task fine-tuning framework for Code LLMs. This work has been accepted by KDD 2024.

OLMo

Modeling, training, eval, and inference code for OLMo

starcoder

Home of StarCoder: fine-tuning & inference!

Alpaca-CoT

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

GLM

GLM (General Language Model)

LinSATNet

Official implementation of our ICML 2023 paper "LinSATNet: The Positive Linear Satisfiability Neural Networks".

CL-LNS

Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning

LLM-Agent-Survey

chroma

the AI-native open-source embedding database

milvus

A cloud-native vector database, storage for next generation AI applications

vllm

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

DeepSpeed

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

AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

flash-attention

Fast and memory-efficient exact attention

TransGPT

text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。