github/ColossalAI
1
0
Fork 0
mirror of https://github.com/hpcaitech/ColossalAI.git synced 2025-09-04 02:26:51 +00:00
Code Issues Packages Projects Releases Wiki Activity

[doc] add moe news (#5128)

Browse Source 
* [doc] add moe news

* [doc] add moe news

* [doc] add moe news
This commit is contained in:
binmakeswell
2023-11-28 17:44:06 +08:00
committed by GitHub
parent 7172459e74
commit 177c79f2d1
3 changed files with 33 additions and 2 deletions
Download Patch File Download Diff File Expand all files Collapse all files

9
examples/language/openmoe/README.md
View File

@@ -1,6 +1,15 @@
## OpenMoE
[OpenMoE](https://github.com/XueFuzhao/OpenMoE) is the open-source community's first decoder-only MoE transformer. OpenMoE is implemented in Jax, and [Colossal-AI](https://github.com/hpcaitech/ColossalAI) has pioneered an efficient open-source support for this model in PyTorch, enabling a broader range of users to participate in and use this model. The following example of [Colossal-AI](https://github.com/hpcaitech/ColossalAI) demonstrates finetune and inference methods.
<p align="center">
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/examples/images/MOE_training.png" width=800/>
</p>
* [2023/11] [Enhanced MoE Parallelism, Open-source MoE Model Training Can Be 9 Times More Efficient](https://www.hpc-ai.tech/blog/enhanced-moe-parallelism-open-source-moe-model-training-can-be-9-times-more-efficient)
[[code]](https://github.com/hpcaitech/ColossalAI/tree/main/examples/language/openmoe)
[[blog]](https://www.hpc-ai.tech/blog/enhanced-moe-parallelism-open-source-moe-model-training-can-be-9-times-more-efficient)
## Usage
### 1. Installation