Ryan Spring (rdspring1)

rdspring1

Geek Repo

Company:Rice University; @RUSH-LAB ; @Nvidia

Location:Santa Clara

Home Page:https://www.linkedin.com/in/rdspring1

Twitter:@ryanspring13

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Organizations
RUSH-LAB

Ryan Spring's starred repositories

coding-interview-university

A complete computer science study plan to become a software engineer.

ollama

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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MS-DOS

The original sources of MS-DOS 1.25, 2.0, and 4.0 for reference purposes

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spotube

🎧 Open source Spotify client that doesn't require Premium nor uses Electron! Available for both desktop & mobile!

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llama3

The official Meta Llama 3 GitHub site

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mamba

Mamba SSM architecture

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Startup-CTO-Handbook

The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams

inshellisense

IDE style command line auto complete

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smallchat

A minimal programming example for a chat server

pokemon-showdown

Pokémon battle simulator.

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citra

A Nintendo 3DS Emulator

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decompiler-explorer

Decompiler Explorer! Compare tools on the forefront of static analysis, now in your web browser!

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S-LoRA

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

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LLMCompiler

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

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lightning-thunder

Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

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resource-stream

CUDA related news and material links

cccl

CUDA C++ Core Libraries

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Triton-Puzzles

Puzzles for learning Triton

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hwloc

Hardware locality (hwloc)

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veScale

A PyTorch Native LLM Training Framework

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Transformers_Are_What_You_Dont_Need

The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

depyf

depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.

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cpp_software_design

Code Examples from "C++ Software Design: Design Principles and Patterns for High-Quality Software" (ISBN: 1098113160)

llama-2-jax

JAX implementation of the Llama 2 model

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COSMA

Distributed Communication-Optimal Matrix-Matrix Multiplication Algorithm

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dagP

Multilevel Directed Acyclic Graph Partitioner

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Tiled-MM

Matrix multiplication on GPUs for matrices stored on a CPU. Similar to cublasXt, but ported to both NVIDIA and AMD GPUs.

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GPU_kernel_info_statistic

A tool to classify and statistic GPU kernel information.

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