NVIDIA / NVIDIA/TensorRT-LLM

How to Apply Tensor Parallelism to Vision Transformer (ViT) Engines

Open
#5,533 1 comment 0 reactions 1 assignee View on GitHub

@yechank-nvidia is already working on this.

Since Jul 1, 2025.

Dominant language
Python
Stars
14.7k
Forks
2.8k
Avg merge
2d 23h
Merged PRs (30d)
489

Description

I want to accelerate a ViT (Vision Transformer) engine using TP (tensor parallelism), similar to how vLLM does it. How can I achieve this?

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.