ColossalAI
DeepFaceLab
Our great sponsors
| ColossalAI | DeepFaceLab | |
|---|---|---|
| 41 | 91 | |
| 37,775 | 43,236 | |
| 3.5% | - | |
| 9.7 | 4.4 | |
| 3 days ago | 6 months ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 only |
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
- Making large AI models cheaper, faster and more accessible
-
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
-
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/
-
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
-
ColossalChat: An Open-Source Solution for Cloning ChatGPT with RLHF Pipeline
Here's the github from the article:
-
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...
-
how can I make my own chatGPT?
Here’s the project on GitHub: https://github.com/hpcaitech/ColossalAI
-
ColossalAI as backend for game dialogs
ColossalAI GitHub
DeepFaceLab
-
DeepFaceLab VS facefusion - a user suggested alternative
2 projects | 30 Jan 2024
- Civitai founder champions open source, downplays AI deepfake porn (article on venturebeat)
-
roop-unleashed
AFAIK the only app which supports whole head swapping is DeepfaceLab but it needs to be trained with lots of images and lacks a proper GUI.
- Greta Thunberg apoyando a los "ambientalistas" jujeños.
- Silvio Santos apresentando o Jornal Nacional
- Free deepfake software? (No paywalls)
-
What are the best AI tools for deepfakes?
I think DeepFaceLab is still the leading open source option.
-
List of AI-Models
Click to Learn more...
-
Chinese tech giant offering Deepfakes as a Service (DFaaS) for $145 - The service only needs three minutes of live-action video and 100 spoken sentences to generate a high-definition digital human.
Here it is for free: https://github.com/iperov/DeepFaceLab I guess the repo isn't available in China.
- Bourne movie montage but want to edit my friends picture over Matt Damon face.
What are some alternatives?
DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
faceswap - Deepfakes Software For All
Megatron-LM - Ongoing research training transformer models at scale
DeepFaceLive - Real-time face swap for PC streaming or video calls
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.
avatarify - Avatars for Zoom, Skype and other video-conferencing apps.
fairscale - PyTorch extensions for high performance and large scale training.
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
Deep-Fakes
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）
fast-stable-diffusion - fast-stable-diffusion + DreamBooth