RoCMyDocker
A collection of Dockerfiles tailored for Deep Learning and other GPU-accelerated applications on AMD Radeon GPUs using ROCm (by Zi0P4tch0)
lion-pytorch
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch (by lucidrains)
| RoCMyDocker | lion-pytorch | |
|---|---|---|
| 1 | 3 | |
| 1 | 1,931 | |
| - | - | |
| 10.0 | 3.8 | |
| about 1 year ago | about 2 months ago | |
| Dockerfile | Python | |
| MIT License | 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.
RoCMyDocker
Posts with mentions or reviews of RoCMyDocker.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-03.
-
AMD RoCM Dockerfiles
Source code available here.
lion-pytorch
Posts with mentions or reviews of lion-pytorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-11.
-
Applying All Recent Innovations To Train a Code Model
Various people are trying LiON on their projects, with varying degrees of success. A good starting point to look around is the lion-pytorch on github from Phil Wang aka lucidrains (thank you man!).
- AMD RoCM Dockerfiles
-
[D] Lion , An Optimizer That Outperforms Adam - Symbolic Discovery of Optimization Algorithms
Code Implementation: https://github.com/lucidrains/lion-pytorch
What are some alternatives?
When comparing RoCMyDocker and lion-pytorch you can also consider the following projects:
llm-foundry - LLM training code for Databricks foundation models
opytimizer - 🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
pytorch-lightning - Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Gradient-Centralization-TensorFlow - Instantly improve your training performance of TensorFlow models with just 2 lines of code!
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python