Analysis
This article provides a solution for running Mixture of Experts (MoE) models on the AMD RX 7900 XTX GPU within a WSL2 environment using ROCm and vLLM. It creatively tackles a specific error, allowing developers to unlock the power of MoE models on this hardware configuration. This is a crucial advancement for local AI development.
Key Takeaways
- •The article addresses a specific error related to the amdsmi driver not functioning correctly in WSL2 for MoE models.
- •The solution involves modifying a few lines of the rocm.py file to ensure stable execution.
- •It helps to enable the use of MoE models on AMD RX 7900 XTX GPUs in a local development setup.
Reference / Citation
View Original"This article summarizes the errors that occur when trying to run MoE (Mixture of Experts) models in the environment of RX 7900 XTX + WSL2 + ROCm + vLLM, and how to solve them."