Discover catid/cifar10deepspeed Open Source project

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Rank 3,963,521 (Top 79 %)
Language
Python
Created 12 months ago
Updated 7 months ago

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Using DeepSpeed and Nvidia DALI to train various models to solve CIFAR-10

supercharger

Supercharge Open-Source AI Models

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348

dora

Implementation of DoRA

Python

276

Zpng

Better lossless compression than PNG with a simpler algorithm

267

wirehair

Wirehair : O(N) Fountain Code for Large Data

C++

267

self-discover

Implementation of Google's SELF-DISCOVER

Python

263

WLANOptimizer

Single-header C library that fixes WiFi performance issues for online gaming and other low-latency real-time network traffic.

C++

223

longhair

Longhair : O(N^2) Cauchy Reed-Solomon Block Erasure Code for Small Data

C++

156

leopard

Leopard-RS : O(N Log N) MDS Reed-Solomon Block Erasure Code for Large Data

C++

135

shorthair

Shorthair : Generational Block Streaming Erasure Codes

C++

128

TimeSync

TimeSync: Time Synchronization Library in Portable C++

C++

122

cm256

Fast GF(256) Cauchy MDS Block Erasure Codec in C

C++

107

tonk

Tonk : Reliable UDP (rUDP) Network Library and Infinite Window Erasure Code

C++

101

Zdepth

Zdepth :: Streaming Depth Compressor in C++ for Azure Kinect DK

C++

xrcap

Azure Kinect multi-camera secure network capture/record/replay

C++

snowshoe

Snowshoe - Portable, Secure, Fast Elliptic Curve Math Library in C

C++

XRmonitors

XRmonitors : User-Friendly Virtual Multi-Monitors for the Workplace

C++

tabby

Tabby - Strong, Fast, and Portable Cryptographic Signatures, Handshakes, and Password Authentication

C++

gf256

GF256 - Fast 8-bit Galois Field Math in C

C++

kvm

Low-Bandwidth IP KVM using Raspberry Pi 4

C++

siamese

Siamese : Infinite-Window Streaming Erasure Code (HARQ)

C++

bitnet_cpu

Experiments with BitNet inference on CPU

C++

ZdepthLossy

Lossy version of Zdepth using video encoders

C++

fecal

FEC-AL : O(N^2) Fountain Code for Small Data

C++

CauchyCaterpillar

Cauchy Caterpillar : O(N^2) Short-Window Streaming Erasure Code

C++

aiwebcam2

Second attempt at AI webcam, this time with OpenAI API

Python

upsampling

Image Upsampling with PyTorch

Python

calico

Calico - Strong, Fast, and Portable Authenticated Encryption

C++

cymric

Cymric - Portable secure random number generator

C++

loraftp

File transfer between two Raspberry Pis using the LoRa Pi HAT from Waveshare

mau

Network simulator for reliable UDP testing in C++

C++

oaillama3

Simple setup to self-host LLaMA3-70B model with an OpenAI API

lllm

Latent Large Language Models

Python

PacketAllocator

C++ Memory allocator for packet queues that free() in roughly the same order that they alloc().

C++

spectral_ssm

Implementation of Spectral State Space Models

Python

libcat

Common code library

C++

AutoAudiobook

Automatically create an audiobook using OpenAI

Python

minigpt4

MiniGPT-4 :: Updated to Torch 2.0, simple setup, easier API, cut out training code

Python

sdxl

SDXL GPU cluster scripts

Python

dataloader

High-performance tokenized language data-loader for Python C++ extension

C++

fp61

Experiment: Fast finite field Fp=2^61-1 in C++

C++

cuda_float_compress

Python package for compressing floating-point PyTorch tensors

Cuda

phind

Locally hosted: 60% HumanEval

Python

rtmp_receiver

Simple unidirectional RTMP video stream receiver

C++

counter

C++ wrapper for counters that can roll-over (e.g. timestamps/ack-ids)

C++

z16

16-bit monochrome image compressor based on Zstd

AQLM

Fixes for AQLM

Python

llamanal.cpp

Static code analysis for C++ projects using llama.cpp and the best LLM you can run offline without an expensive GPU.

unfiltered-diffusers

Simple fork that disables NSFW filter

hloc

boss-balloon

libcatid

Automatically exported from code.google.com/p/libcatid

C++

voron

Voron 3D Printer files

halide-test

Test v14/v15 performance regression

CMake

logger

Feature-rich portable C++ logging subsystem in 650 lines of code

C++

chainlit-anthropic

Chainlit AI UI with Anthropic Backend

Python

fastest_gf_matrix_mult

A fairly hacked together piece of code that can quickly search for the optimal GF polynomials and Cauchy matrices for XOR-based GF matrix multiplication for erasure code encoders. May be useful if the matrices are of fixed size.

C++

recfilter-2020-fail

This is a failed attempt to port Recfilter to latest Halide from 2020. Maybe someone else can figure this out?

C++

bentpipe

Simple UDP rebroadcaster

C++

whisper3

Testing out Whisper 3

Python

sphynx

Sphynx - High Performance Network Transport Layer

C++

textworld_llm_benchmark

TextWorld LLM Benchmark

Python

pixel-perfect-sfm

pixel-perfect-sfm with some minor fixes

C++

train_ticket

Gated PRNGs are all you need? Spoilers: No.

Python

CatsChoice

PRNG Parameter Generation

C++

CRC16Recovery

Optimized CRC16 with error recovery in C

C++

Splane

Archived old code - /ban_ids/ is kind of interesting

rust_webgl_demo

Hello World : Rust Web Assembly

Rust

blog2022

HTML

swe_agent_playground

Exapunks_Solutions

Exapunks Walkthrough Solutions

audio_prediction

Simple audio prediction example with RNN

Python

never_forget

Implementation of Overcoming Catastrophic Forgetting

Python

DependencyInjected

DependencyInjected : Light-weight and powerful Dependency Injection pattern for C++

C++

quicsend

quicsend :: Super-fast Internet-ready file transfer right from Python

C++

catid/cifar10deepspeed

catid

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