tinygrad
hanko
| tinygrad | hanko | |
|---|---|---|
| 17 | 11 | |
| 24,018 | 5,428 | |
| 3.3% | 1.3% | |
| 10.0 | 9.5 | |
| 6 days ago | 4 days ago | |
| Python | Go | |
| MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tinygrad
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AMD Unveils Ryzen 8000G Series Processors: Zen 4 APUs for Desktop with Ryzen AI
Not sure if I completely understand what "Ryzen AI" does, but Tinygrad for example has some limited support for RDNA3[0]. It isn't quite there yet in matters of performance though, as you can read in the comments of that file.
There's also a small tutorial by AMD on how to use the WMMA intrinsic[1] using AMD's hipcc[2] compiler. Documentation is sparse kinda sparse, but the instruction set is not huge. The RDNA3 ISA guide[3] might also be helpful (and only a fraction of the pages are relevant.)
0. https://github.com/tinygrad/tinygrad/blob/master/extra/gemm/...
1. https://gpuopen.com/learn/wmma_on_rdna3/
2. https://github.com/ROCm/HIPCC
3. https://www.amd.com/content/dam/amd/en/documents/radeon-tech...
- Tinygrad 0.8.0 Release
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Beyond Backpropagation - Higher Order, Forward and Reverse-mode Automatic Differentiation for Tensorken
This post describes how I added automatic differentiation to Tensorken. Tensorken is my attempt to build a fully featured yet easy-to-understand and hackable implementation of a deep learning library in Rust. It takes inspiration from the likes of PyTorch, Tinygrad, and JAX.
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[D] What is a good way to maintain code readability and code quality while scaling up complexity in libraries like Hugging Face?
what do you think about tinygrad? I think its a good example of growing and well written, (partially) well documented library with many close to reference implementations
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AMD MI300 Performance – Faster Than H100, but How Much?
The idea of model architecture making fast hardware design easier is what makes https://github.com/tinygrad/tinygrad so interesting.
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💻 7 Open-Source DevTools That Save Time You Didn't Know to Exist ⌛🚀
🌟 Support on GitHub Website: https://tinygrad.org/
- Tinygrad
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How to train an Iris dataset classifier with Tinygrad
Before we begin, make sure you have TinyGrad and the required dependencies installed. You can find the installation instructions here.
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Decomposing Language Models into Understandable Components
Try to get something like tinygrad[1] running locally, that way you can tweak things a bit run it again and see how it performs. While doing this you'll pick up most of the concepts and get a feeling of how things work. Also, take a look at projects like llama.cpp[2], you don't have to fully understand what's going on here, tho.
You may need some intermediate knowledge of linear algebra and this thing called "data science" nowadays, which is pretty much knowing how to mangle data and visualize it.
Try creating a small model on your own, it doesn't have to be super fancy just make sure it does something you want it to do. And then ... you'll probably could go on your own then.
1: https://github.com/tinygrad/tinygrad
2: https://github.com/ggerganov/llama.cpp
- Tinygrad 0.7.0
hanko
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Ask HN: Simple Auth for Website
I get what you are trying to do, but it feels a bit insecure. Why not use an OSS passwordless project like https://github.com/supertokens/supertokens-core/ or https://github.com/teamhanko/hanko
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🚀 Top 12 Open Source Auth Projects Every Developer Should Know 🔑
Hanko.io
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🔥🔥 Our awesome OSS friends 😍
Hanko- Open-source authentication and user management for the passkey era. Integrated in minutes, for web and mobile apps.
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💻 7 Open-Source DevTools That Save Time You Didn't Know to Exist ⌛🚀
🌟 Support on GitHub Website: https://www.hanko.io
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Who's hiring developer advocates? (September 2023)
Link to GitHub -->
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How to make a simple PHP account system without MySQL?
You may be able to use Hanko. It offers login and profile components that can freely be styled with CSS. We haven’t tested php integration yet, but it should definitely work.
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Client signup
We’ve built open-source hanko.io for you. Check out the next guide and the example app on GitHub.
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Help me choose Auth Tech Stack for SaaS?
You may like Hanko or Hanko Cloud
- Hanko: A passkey-first approach to authentication beyond passwords
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Passkeys.io – A Passkey Authentication Demo
Thank you for the feedback. We get this question a lot, and it is obviously not ideal right now. Things will get much better with passkey autofill very soon, though.
See also: https://github.com/teamhanko/hanko/discussions/342
What are some alternatives?
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
flutter-passkeys - Flutter packages to enable passkey authentication (based on WebAuthn / FIDO2).
jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Passkeys-for-react-native-SDK - Passkeys for React native SDK with Justpass
llama.cpp - LLM inference in C/C++
t3-turbo-and-clerk - A t3 Turbo starter with Clerk as the auth provider.
llama - Inference code for Llama models
auth - Authenticator via oauth2, direct, email and telegram
openpilot - openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for 250+ supported car makes and models.
auth-js - An isomorphic Javascript library for Supabase Auth.
tensorflow_macos - TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
ngx-firebase-web-authn - An unofficial AngularFire extension for authentication with WebAuthn passkeys. Includes a single Firebase Function for all WebAuthn operations, five tree-shakeable async methods for use in components, and a strongly-typed error object.