pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes. (by Lightning-AI)
RTL
Ride The Lightning - A full function web browser app for LND, C-Lightning and Eclair (by Ride-The-Lightning)
Our great sponsors
| pytorch-lightning | RTL | |
|---|---|---|
| 8 | 22 | |
| 26,883 | 731 | |
| 2.0% | 1.8% | |
| 9.9 | 6.7 | |
| 4 days ago | 3 days ago | |
| Python | TypeScript | |
| 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).
RTL
Posts with mentions or reviews of RTL.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-05.
- What fun graphical things I can do after running a full node?
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📑 MiniBolt resources 📚 List of the MiniBolt core/bonus guides + latest versions
Ride The Lightning (RTL) v0.13.2-beta (Released: 22h November 2022) - https://github.com/Ride-The-Lightning/RTL/releases
- Can Thunderhub be used with core lightning?
-
Minimal Functional Lightning Stack
To handle admin functions over your node (channel opening, closing, etc.) You can install RTL to access a web GUI.
- Eclair Lightning Setup with Bitcoin Core
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⚡ Raspibolt Monthly Rundown 🌕 May 16th, 2022 - Guide & software updates, new Github pull requests & issues and other news
Ride the Lightning v0.12.3 - Release page - Upgrade guide LND: Lookup added for invoices and payments based on the payment hash; bug fixes
- Active HTLCs?
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⚡ Raspibolt Monthly Rundown 🌕 Mar 18th, 2022 - Guide & software updates, new Github pull requests & issues and other news
Ride The Lightning v0.12.2 - Release page - Upgrade guide Navigate to inactive channels from the dashboard; Navigate to individual channels from the dashboard; Dedicated page for analysis on non-routing peers (LND), Specify limits with fractional percentage for routing fee on circular rebalancing (LND), Failed transaction routing pages with more details (C-lightning) (full release notes)
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If you don't already know about them, Citadel is a completely FOSS version of Umbrel and is being completely rewritten. If you've got an Umbrel currently, migrating is easy.
Ride-The-Lightning: RTL is an awesome web based interface for managing your node. MIT License
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⚡Raspibolt Twice-Monthly Rundown - 🌕 Jan 17th, 2022⚡ Guide & software updates, new Github pull requests & issues and other news
RTL v0.12.1 (16th Jan): Release page - Upgrade guide.
What are some alternatives?
When comparing pytorch-lightning and RTL you can also consider the following projects:
lnd - Lightning Network Daemon ⚡️
thunderhub - ThunderHub LND Lightning Node Manager in your Browser
Eclair - A scala implementation of the Lightning Network.
c-lightning-REST - REST APIs for Core Lightning written with node.js
mmdetection - OpenMMLab Detection Toolbox and Benchmark
umbrel-dashboard - [Deprecated] Moved to https://github.com/getumbrel/umbrel/tree/master/packages/dashboard. Web-based dashboard to interact with your Umbrel.
composer - Supercharge Your Model Training
lntop - :zap: LN terminal dashboard :bar_chart:
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.
raspibolt - RaspiBolt v3: Bitcoin & Lightning full node on a Raspberry Pi
Keras - Deep Learning for humans
RaspiBolt - RaspiBolt moved to https://raspibolt.org