tiantian-han Goto Github PK

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

insightface

Face Analysis Project on MXNet

insightface_pytorch

Pytorch0.4.1 codes for InsightFace

interpretability-by-parts

[CVPR 2020 Oral] Interpretable and Accurate Fine-grained Recognition via Region Grouping

kill-the-bits

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

leetcode-1

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

llm-awq

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

llm-fp4

The official implementation of the EMNLP 2023 paper LLM-FP4

llm_interview_note

大模型面试题及答案，大模型八股文

lm-evaluation-harness

A framework for few-shot evaluation of language models.

loftq

lq-nets

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

lsquantization

The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)

mayo

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

megatron-lm

Ongoing research training transformer models at scale

metapruning

metaquant

Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019

mfr

Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020

microxcaling

PyTorch emulation library for Microscaling (MX)-compatible data formats

ml_dtypes

A stand-alone implementation of several NumPy dtype extensions used in machine learning.

mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

mlperf-ssd-r34.pytorch

SSD on Large images with a backbone of ResNet34 based on MLPerf-training singel-stage-detector repo

mnasnet-pytorch

A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

mobilenetv2.pytorch

72.2% MobileNet V2 model on ImageNet with PyTorch Implementation

model-quantization

Collections of model quantization algorithms

mxnet2caffe

Convert MXNet model to Caffe model