ColossalAI
lightning
| ColossalAI | lightning | |
|---|---|---|
| 42 | 50 | |
| 37,911 | 2,758 | |
| 3.9% | 1.0% | |
| 9.7 | 9.9 | |
| 1 day ago | 6 days ago | |
| Python | C | |
| Apache License 2.0 | 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.
ColossalAI
- FLaNK AI-April 22, 2024
- Making large AI models cheaper, faster and more accessible
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ColossalChat: An Open-Source Solution for Cloning ChatGPT with a RLHF Pipeline
> open-source a complete RLHF pipeline ... based on the LLaMA pre-trained model
I've gotten to where when I see "open source AI" I now know it's "well, except for $some_other_dependencies"
Anyway: https://scribe.rip/@yangyou_berkeley/colossalchat-an-open-so... and https://github.com/hpcaitech/ColossalAI#readme (Apache 2) can save you some medium.com heartache at least
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Meet ColossalChat: An Open-Source AI Solution For Cloning ChatGPT With A Complete RLHF Pipeline
Quick Read: https://www.marktechpost.com/2023/04/01/meet-colossalchat-an-open-source-ai-solution-for-cloning-chatgpt-with-a-complete-rlhf-pipeline/ Github: https://github.com/hpcaitech/ColossalAI Examples: https://chat.colossalai.org/
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A top AI researcher reportedly left Google for OpenAI after sharing concerns the company was training Bard on ChatGPT data
One of the current methods for training competing models is to have ChatGPT literally create prompt -> completion data sets. That's what was used for https://github.com/hpcaitech/ColossalAI. A model based off of the Llama weights released by facebook, then fine tuned on ChatGPT3.5 prompt + completions. So yes, there is a good chance that google is literally using ChatGPT in the training loop.
- Colossal-AI: open-source RLHF pipeline based on LLaMA pre-trained model
- ColossalChat
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ColossalChat: An Open-Source Solution for Cloning ChatGPT with RLHF Pipeline
Here's the github from the article:
https://github.com/hpcaitech/ColossalAI
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Open source solution replicates ChatGPT training process
The article talks about their RLHF implementation briefly. There’s details on their RLHF implementation here: https://github.com/hpcaitech/ColossalAI/blob/a619a190df71ea3...
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how can I make my own chatGPT?
Here’s the project on GitHub: https://github.com/hpcaitech/ColossalAI
lightning
- Opening channel from external wallet in Core Lightning
- Obtain gossip messages without node
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Craig falsely insists that the Lightning Network is infringing on nChain's patents for a CBDC
Wait until they realize Craig Wright's Cryptographic Proof was there all along.
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Lightning node on a pruned bitcoind
https://github.com/ElementsProject/lightning/issues/5310.
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Serious Question about Bitcoin
c-lightning, developed by [Blockstream]
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Run a node
LND - https://github.com/lightningnetwork/lnd CLN - https://github.com/ElementsProject/lightning
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📑 MiniBolt resources 📚 List of the MiniBolt core/bonus guides + latest versions
Core Lightning (CLN) v.22.11 (Released 30th November 2022) - https://github.com/ElementsProject/lightning/releases
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Can't open channels on my Linux VM Core Lightning implementation
I opened an issue on the Core Lightning repo. It has a complete list of the logs that were happening that caused the peer to drain and disconnect https://github.com/ElementsProject/lightning/issues/5816
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How to use the lightning network without apps.
A country can't stop you from running lnd or Core Lightning, so I'm not sure what you're talking about?
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⚡ RaspiBolt Improvement Proposals (RBIPs) & Bounties 💰
Power cuts can lead to node corruption (e.g. here)
What are some alternatives?
DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
lnd - Lightning Network Daemon ⚡️
Megatron-LM - Ongoing research training transformer models at scale
Eclair - A scala implementation of the Lightning Network.
determined - Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
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.
fairscale - PyTorch extensions for high performance and large scale training.
zeus - A mobile Bitcoin wallet fit for the gods. ⚡️ Est. 563345
DeepFaceLive - Real-time face swap for PC streaming or video calls
RTL - Ride The Lightning - A full function web browser app for LND, C-Lightning and Eclair
PaddlePaddle - PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
raspiblitz - Get your own Bitcoin & Lightning Node running - on a RaspberryPi with a nice LCD