pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes. (by Lightning-AI)
c-lightning-REST
REST APIs for Core Lightning written with node.js (by Ride-The-Lightning)
Our great sponsors
| pytorch-lightning | c-lightning-REST | |
|---|---|---|
| 8 | 3 | |
| 26,883 | 116 | |
| 2.0% | 2.6% | |
| 9.9 | 7.1 | |
| 4 days ago | 7 months ago | |
| Python | JavaScript | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
pytorch-lightning
Posts with mentions or reviews of pytorch-lightning.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-08.
- Lightning AI Studios – 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 – 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).
c-lightning-REST
Posts with mentions or reviews of c-lightning-REST.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-14.
-
Run c-lightning in a light and resilient way
Not sure if it helps, but there's a rest api that can be used with c-lightning.
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lntop 0.2.0 released - LN terminal dashboard
For example, c-lightning can produce the required REST interface with this
-
Open source stack to run your own Lightning node⚡
C-Lightning-REST: A rest API interface for c-lightning.
What are some alternatives?
When comparing pytorch-lightning and c-lightning-REST you can also consider the following projects:
lnd - Lightning Network Daemon ⚡️
RTL - Ride The Lightning - A full function web browser app for LND, C-Lightning and Eclair
Eclair - A scala implementation of the Lightning Network.
spark-wallet - ⚡️ A minimalistic wallet GUI for c-lightning, accessible over the web or through mobile and desktop apps.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
zeus - A mobile Bitcoin wallet fit for the gods. ⚡️ Est. 563345
composer - Supercharge Your Model Training
LndHub - Wrapper for Lightning Network Daemon. It provides separate accounts for end-users
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.
neutrino - Privacy-Preserving Bitcoin Light Client
Keras - Deep Learning for humans
lightning - Core Lightning — Lightning Network implementation focusing on spec compliance and performance
pytorch-lightning vs lnd
c-lightning-REST vs RTL
pytorch-lightning vs Eclair
c-lightning-REST vs spark-wallet
pytorch-lightning vs mmdetection
c-lightning-REST vs zeus
pytorch-lightning vs composer
c-lightning-REST vs LndHub
pytorch-lightning vs umbrel
c-lightning-REST vs neutrino
pytorch-lightning vs Keras
c-lightning-REST vs lightning