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flash-attention

Fast and memory-efficient exact attention

Language:PythonBSD-3-Clause1263700

Chat-Haruhi-Suzumiya

Chat凉宫春日, An open sourced Role-Playing chatbot Cheng Li, Ziang Leng, and others.

Language:Jupyter NotebookApache-2.0171600

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Language:PythonApache-2.02789200

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

MIT600

Play-with-LLMs

Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs，如何基于RAG、Agent、Chain构建有趣的LLMs应用。

Language:Jupyter NotebookMIT47800

shuttle

Shuttle：High Available, High Performance Remote Shuffle Service

Language:JavaApache-2.015200

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！

Language:Jupyter NotebookApache-2.0253400

ChatGLM-6B

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

Language:PythonApache-2.04013300

Megatron-LM

Ongoing research training transformer models at scale

Language:PythonNOASSERTION951500

Megatron-DeepSpeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

Language:PythonNOASSERTION176300

DeepSpeed

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

Language:PythonApache-2.03404800

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Language:PythonApache-2.03592100

LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Language:PythonApache-2.0815100

transformers-benchmarks

real Transformer TeraFLOPS on various GPUs

Language:Jupyter NotebookApache-2.083800

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Language:PythonApache-2.05981400

ColossalAI

Making large AI models cheaper, faster and more accessible

Language:PythonApache-2.03840900

ClickHouse

ClickHouse® is a real-time analytics DBMS

Language:C++Apache-2.03572000

hudi

Upserts, Deletes And Incremental Processing on Big Data.

Language:JavaApache-2.0524600

iceberg

Apache Iceberg

Language:JavaApache-2.0596300

flink-streaming-platform-web

基于flink的实时流计算web平台

Language:JavaMIT178600

spline

Data Lineage Tracking And Visualization Solution

Language:ScalaApache-2.058800

KafkaToSparkToKudu

SparkStreaming消费Kafka消息队列数据,实时写入Kudu列存数据库。

Language:Scala400

ksql-jdbc-driver

JDBC driver for Apache Kafka

Language:ScalaApache-2.08700