PaLM-colossalai
Scalable PaLM implementation of PyTorch (by hpcaitech)
PaLM-pytorch
Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways (by lucidrains)
| PaLM-colossalai | PaLM-pytorch | |
|---|---|---|
| 2 | 3 | |
| 192 | 802 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | over 1 year ago | |
| Python | Python | |
| 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.
PaLM-colossalai
Posts with mentions or reviews of PaLM-colossalai.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-18.
-
Implementing the Gargantuan Pathways with Colossal-AI, easy and efficient!
If you feel interested, do check out our GitHub repo: https://github.com/hpcaitech/PaLM-colossalai
- [P] Scalable PaLM implementation of PyTorch
PaLM-pytorch
Posts with mentions or reviews of PaLM-pytorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-18.
-
Implementing the Gargantuan Pathways with Colossal-AI, easy and efficient!
We firstly reproduced the PaLM model architecture on one GPU according to the PaLM paper’s description. Here we have referred following repo for the reproduction: https://github.com/lucidrains/PaLM-pytorch
- [R] Google's 540B (Dense) model Pathways LLM, "Unlocks" new tasks proportional to scale
- Pathways Language Model (Palm): 540B Parameters for Breakthrough Perf
What are some alternatives?
When comparing PaLM-colossalai and PaLM-pytorch you can also consider the following projects:
ColossalAI - Making large AI models cheaper, faster and more accessible
CoCa-pytorch - Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
DALLE-pytorch - Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
nuwa-pytorch - Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch
x-transformers - A simple but complete full-attention transformer with a set of promising experimental features from various papers
PaLM-flax - Implementation of the SOTA Transformer architecture from PaLM - Scaling Language Modeling with Pathways in JAX/Flax