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Top 23 GPU Open-Source Projects
Tensors and Dynamic neural networks in Python with strong GPU accelerationProject mention: Lua: The Little Language That Could | reddit.com/r/programming | 2023-05-28
The original Torch library (the predecessor to PyTorch) was a Lua library. A lot of early 2010s NN research was done in Lua.
A cross-platform, OpenGL terminal emulator.Project mention: Warp? A terminal behind login popup | dev.to | 2023-06-01
My journey of using terminal emulators began together with my introduction to Linux about 7 years ago. GNOME terminal was my first as it came pre-installed on Ubuntu, my first Linux distribution. Since then, I've had the opportunity to explore and utilize a range of terminal emulators, including Alacritty, Kitty, st, Konsole, xterm, and most recently iTerm2. It's been interesting to experiment with these different emulators, each offering its unique features (or similar however with each with personal touch), user interfaces, and performance benchmarks. Just the other day, a new terminal emulator caught my attention: Warp Terminal. My curiosity won, and Warp was downloaded, this short blog are my thoughts about Warp terminal. At the moment there is only support for macOS, however linux and windows builds are on the way.
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DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.Project mention: Using --deepspeed requires lots of manual tweaking | reddit.com/r/Oobabooga | 2023-05-11
Filed a discussion item on the deepspeed project: https://github.com/microsoft/DeepSpeed/discussions/3531
The fastai deep learning libraryProject mention: Cleared AWS Machine Learning - Specialty exam.. Happy to help!!! | reddit.com/r/AWSCertifications | 2023-04-04
Jeremy Howard's YouTube Channel - Jeremy maintains the fastai library, which is an excellent package that will help anyone build complicated ML architectures in minimum time. His YouTube Channel has a number of free courses which do an amazing job of covering a variety of ML topics, and he also maintains a very active forum for people studying ML.
Productive & portable high-performance programming in Python.Project mention: Taichi v1.5.0 Released! See what's new👇 | reddit.com/r/taichi_lang | 2023-04-17
Check our the realease note (https://github.com/taichi-dev/taichi/releases) for more improvements.
macOS system monitor in your menu barProject mention: Is the m2 air's thermals really that bad? | reddit.com/r/mac | 2023-05-29
I'd recommend a stat monitor app so you can see your temps easily from the menubar. The M2 Air usually sits around 33-37Celsius while web browsing and videos and what not
Build and run Docker containers leveraging NVIDIA GPUsProject mention: Seeking Guidance on Leveraging Local Models and Optimizing GPU Utilization in containerized packages | reddit.com/r/LocalLLaMA | 2023-05-21
I found the Faq, looks like Windows isn't supported which might indicate why I had this problem earlier. I might need to dual boot my machine if it won't work with WSL which I don't see mentioned in either page. WSL Cuda instructions found this I'll give it a try.
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I used this library on my project but I think it's no longer maintained. I PRed a fix for buggy atan2 over a year ago and no movement . I do highly recommend it if you're a web developer interested in harnessing parallel processing.
Play with fluids in your browser (works even on mobile)Project mention: The website has been found! | reddit.com/r/u_chevycam79 | 2023-05-29
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.Project mention: Java for ML? | reddit.com/r/computerscience | 2022-11-13
The Unified Machine Learning FrameworkProject mention: Ask for help: what is the best way to have code both support torch and numpy? | reddit.com/r/pytorch | 2023-02-22
No Nonsense Neovim Client in RustProject mention: Switching from Emacs. My experience | reddit.com/r/neovim | 2023-05-24
im certainly not a programmer , but NVIM with SOME gui like neovide it looks amazing and great,
Open deep learning compiler stack for cpu, gpu and specialized acceleratorsProject mention: MLC LLM - "MLC LLM is a universal solution that allows any language model to be deployed natively on a diverse set of hardware backends and native applications, plus a productive framework for everyone to further optimize model performance for their own use cases." | reddit.com/r/LocalLLM | 2023-04-30
I have tried the iPhone app. It's fast. They're using Apache TVM which should allow better use of native accelerators on different devices. Like using metal on Apple and Vulcan or CUDA or whatever instead of just running the thing on the CPU like llama.cpp.
This is the release repository for Fan Control, a highly customizable fan controlling software for Windows.Project mention: Any way to improve thermals in this scenario? | reddit.com/r/buildapc | 2023-05-31
Tie your case fan curves to your GPU temps with something like Fan Control, so things ramp up and down.
Open3D: A Modern Library for 3D Data ProcessingProject mention: Import many photogrammetry software's scenes into Blender | reddit.com/r/photogrammetry | 2023-03-26
Open3D (JSON, LOG, PLY) 1
The next-generation platform to monitor and optimize your AI costs in one place 🚀Project mention: What are you building with LLMs? I'm writing an article about what people are building with LLMs | reddit.com/r/programming | 2023-03-27
Hi everyone. I’m the creator of ChatLLaMA https://github.com/nebuly-ai/nebullvm/tree/main/apps/accelerate/chatllama, an opensource framework to train LLMs with limited resources and create There’s been amazing usage of LLMs in these days, from chatbots to retrieve about company’s product information, to cooking assistants for traditional dishes, and much more. And you? What you building or would love to build with LLMs? Let me know and I’ll share the article about your stories soon. https://qpvirevo4tz.typeform.com/to/T3PruEuE Cheers
Safe and portable GPU abstraction in Rust, implementing WebGPU API.Project mention: Error on adding Default Bevy Plugins | reddit.com/r/bevy | 2023-05-29
Sorry I don’t know much about Rasberry PI. Which rendering API are you using? WGPU fullly supports Vulkan on Linux and GLES3 as “best effort” (from their readme).
John the Ripper jumbo - advanced offline password cracker, which supports hundreds of hash and cipher types, and runs on many operating systems, CPUs, GPUs, and even some FPGAsProject mention: Hackers Tools: Must-Have Tools for Every Ethical Hacker | dev.to | 2023-05-29
John the Ripper
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilitiesProject mention: Is it possible to use ML to identify a certain pattern in videos by training with videos? | reddit.com/r/learnmachinelearning | 2023-04-17
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposalsProject mention: How can I find out why my python is so slow? | reddit.com/r/Python | 2023-05-30
Use this my fren: https://github.com/plasma-umass/scalene
An open-source, low-code machine learning library in PythonProject mention: pycaret: An open-source, low-code machine learning library in Python | reddit.com/r/coolgithubprojects | 2022-09-13
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.Project mention: Boosting Algorithms | dev.to | 2022-07-05
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GPU related posts
Intel arc gpu price drop - inexpensive llama.cpp opencl inference accelerator?
3 projects | reddit.com/r/LocalLLaMA | 26 May 2023
Is the m2 air's thermals really that bad?
1 project | reddit.com/r/mac | 29 May 2023
The website has been found!
1 project | reddit.com/r/u_chevycam79 | 29 May 2023
A lost website
2 projects | reddit.com/r/RBI | 29 May 2023
Show HN: Cloud Agnostic AI Platform
1 project | news.ycombinator.com | 29 May 2023
I want to compile Waifu2x and I keep getting these errors, I tried looking for vulkan library (haven't searched OpenCL library) and I found none.
2 projects | reddit.com/r/termux | 25 May 2023
How to Finetune GPT Like Large Language Models on a Custom Dataset
4 projects | news.ycombinator.com | 25 May 2023
A note from our sponsor - Sonar
www.sonarsource.com | 1 Jun 2023
What are some of the best open-source GPU projects? This list will help you: