Awesome
pytorch-lightning
Awesome | pytorch-lightning | |
---|---|---|
11 | 9 | |
27,455 | 27,014 | |
1.7% | 1.5% | |
0.0 | 9.9 | |
4 days ago | 1 day ago | |
Python | ||
Creative Commons Zero v1.0 Universal | Apache License 2.0 |
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.
Awesome
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Fresh windows 11 - what should I install?
If you just want recommendations on apps, the awesome-windows list is a great place to start.
- Easy markdown sites
- What do you do post Windows clean install?
- if you search for to install a good and free apps on your pc
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What useful software or programs do you install right away after building a Gaming PC?
since a lot of this list overlaps with it, I figure I'll link the awesome-windows GitHub list here
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Finally managed to order the last part of my first PC build. Excited isn't the word. Does anyone have any recommendations on any beginner software that may come in handy?
also check out the Awesome-Windows list and some of the pull requests if you just want to spend some time to explore what cool programs are out there. some general programs I like to shout out:
- what can i do to improve my desktop?
- I think that after every major iOS release we should make a pinned thread where we discuss what features were broken or what UI changes were introduced
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Lesser known free software
An awesome & curated list of best applications and tools for Windows.
- Is there an updated list of useful or must-haves PC software?
pytorch-lightning
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SB-1047 will stifle open-source AI and decrease safety
It's very easy to get started, right in your Terminal, no fees! No credit card at all.
And there are cloud providers like https://replicate.com/ and https://lightning.ai/ that will let you use your LLM via an API key just like you did with OpenAI if you need that.
You don't need OpenAI - nobody does.
- Lightning AI Studios β A persistent GPU cloud environment
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Como empezar con inteligencia artificial?
https://see.stanford.edu/Course/CS229 https://lightning.ai/ https://www.youtube.com/watch?v=00s9ireCnCw&t=57s https://towardsdatascience.com/
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Best practice for saving logits/activation values of model in PyTorch Lightning
I've been wondering on what is the recommended method of saving logits/activations using PyTorch Lightning. I've looked at Callbacks, Loggers and ModelHooks but none of the use-cases seem to be for this kind of activity (even if I were to create my own custom variants of each utility). The ModelCheckpoint Callback in its utility makes me feel like custom Callbacks would be the way to go but I'm not quite sure. This closed GitHub issue does address my issue to some extent.
- New to ML, which is easier to learn - Tensorflow or PyTorch?
- PyTorch Lightning β DL framework to train, deploy, and ship AI fast
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We just release a complete open-source solution for accelerating Stable Diffusion pretraining and fine-tuning!
Our codebase for the diffusion models builds heavily on OpenAI's ADM codebase , lucidrains, Stable Diffusion, Lightning and Hugging Face. Thanks for open-sourcing!
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An elegant and strong PyTorch Trainer
For lightweight use, pytorch-lightning is too heavy, and its source code will be very difficult for beginners to read, at least for me.
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[D] Mixed Precision Training: Difference between BF16 and FP16
For the A100 GPU, theoretical performance is the same for FP16/BF16 and both rely on the same number of bits, meaning memory should be the same. However since it's quite newly added to PyTorch, performance seems to still be dependent on underlying operators used (pytorch lightning debugging in progress here).
What are some alternatives?
daisyui - πΌ πΌ πΌ πΌ πΌ βThe most popular, free and open-source Tailwind CSS component library
lnd - Lightning Network Daemon β‘οΈ
free-for-dev - A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
Eclair - A scala implementation of the Lightning Network.
30-seconds-of-code - Short code snippets for all your development needs
mmdetection - OpenMMLab Detection Toolbox and Benchmark
EarTrumpet - EarTrumpet - Volume Control for Windows - With compiled binary!
composer - Supercharge Your Model Training
MacType-Profile - Best mactype experience
umbrel - A beautiful home server OS for self-hosting with an app store. Buy a pre-built Umbrel Home with umbrelOS, or install on a Raspberry Pi 4, Pi 5, any Ubuntu/Debian system, or a VPS.
vscode-angular-snippets - Angular Snippets for VS Code
Keras - Deep Learning for humans