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ChatGLM-6B

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

FastChat

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

vllm

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

manim

A community-maintained Python framework for creating mathematical animations.

llama2.c

Inference Llama 2 in one file of pure C

WizardLM

LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

oneDNN

oneAPI Deep Neural Network Library (oneDNN)

nvidiaProfileInspector

RecBole

A unified, comprehensive and efficient recommendation library

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

LLM-Agent-Survey

Megatron-DeepSpeed

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

CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

FlexFlow

FlexFlow Serve: Low-Latency, High-Performance LLM Serving

intel-extension-for-pytorch

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

TASO

The Tensor Algebra SuperOptimizer for Deep Learning

ringattention

Transformers with Arbitrarily Large Context

Awesome-LLM4RS-Papers

Large Language Model-enhanced Recommender System Papers

rmm

RAPIDS Memory Manager

Awesome-Generative-RecSys

A curated list of Generative Recommender Systems (Paper & Code)

puck

Puck is a high-performance ANN search engine

MegPeak

slapo

A schedule language for large model training

dgSPARSE-Lib

PyTorch-Based Fast and Efficient Processing for Various Machine Learning Applications with Diverse Sparsity

Magicube

Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.

GenRec

Large Language Model for Generative Recommendation

SET-ISCA2023

The framework for the paper "Inter-layer Scheduling Space Definition and Exploration for Tiled Accelerators" in ISCA 2023.

dlrm_datasets

Set of datasets for the deep learning recommendation model (DLRM).

dgNN

[Mlsys'22] Understanding gnn computational graph: A coordinated computation, io, and memory perspective