ColossalAI
lapce
| ColossalAI | lapce | |
|---|---|---|
| 42 | 178 | |
| 38,081 | 33,269 | |
| 0.4% | 3.1% | |
| 9.7 | 9.7 | |
| 7 days ago | 5 days ago | |
| Python | Rust | |
| Apache License 2.0 | 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.
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
lapce
- FLaNK AI-April 22, 2024
- I can't stand using VSCode so I wrote my own (it wasn't easy)
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Lapce
Apparently, currently based on width: https://github.com/lapce/lapce/commit/87e0fc06f1862d9124d3fe...
- From 1s to 4ms
- Lapce: Cross Platform Fast Code Editor in Rust
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Lapce: Fast and Powerful Code Editor Written in Rust
The list of available Linux packages seems to be here:
https://github.com/lapce/lapce/blob/master/docs/installing-w...
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Show HN: Open-source alternatives to tools You pay for
As a Neovim afficionado - I think you lose some credibility recommending it as an alternative to VSCode and Sublime. They're different beasts. I imagine a lot of people would be immediately turned off if they were expecting a VSCode/Sublime-like editing experience.
I'd put Lapce in that spot: https://lapce.dev/
- IDE for rust
- Lapce Editor 0.3
What are some alternatives?
DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
helix - A post-modern modal text editor.
Megatron-LM - Ongoing research training transformer models at scale
zed - Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.
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.
vscodium - binary releases of VS Code without MS branding/telemetry/licensing
fairscale - PyTorch extensions for high performance and large scale training.
zed - Rethinking code editing.
DeepFaceLive - Real-time face swap for PC streaming or video calls
autocomplete - IDE-style autocomplete for your existing terminal & shell
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）
Visual Studio Code - Visual Studio Code