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apot_quantization

PyTorch implementation for the APoT quantization (ICLR 2020)

awesome-multimodal-research

A curated list of Multimodal Related Research.

brevitas

Brevitas: quantization-aware training in PyTorch

colossalai

Making large AI models cheaper, faster and more accessible

convnet.pytorch

ConvNet training using pytorch

deepctr-torch

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

deepspeed

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

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

efficient-llms-survey

Efficient Large Language Models: A Survey

flexgen

Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on large-batch high-throughput generation.

hugectr

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

llm-fp4

The official implementation of the EMNLP 2023 paper LLM-FP4

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mqbench

Model Quantization Benchmark

mqlib

Implementations of heuristics for the Max-cut and QUBO problems in C++

niti

Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv

onnx-python-examples

ONNX Python Examples

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

openfhe-development

This is the development repository for the OpenFHE library. The current pre-release version is v1.1.0 (released on July 28, 2023): clone it from the main branch. The current stable version is 1.0.4 (released on June 19, 2023): clone it from the stable branch.

oucml

pace_mnist

protobuf

Protocol Buffers - Google's data interchange format

qubo-nn

Classifying, auto-encoding and reverse-engineering QUBO matrices

rapq

Pytorch implementation of RAPQ, IJCAI 2022

resnet_pace

speechbrain

A PyTorch-based Speech Toolkit

spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.