vllm-project/vllm-omni

[New Model]: MAGI-2-preview

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#5,812 opened on Aug 5, 2026

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 (3 comments) (0 reactions) (1 assignee)Python (1,067 forks)github user discovery
help wantednew model

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Description

The model to consider.

https://huggingface.co/sand-ai/MAGI-2-preview

The closest model vllm-omni already supports.

WAN 2.2, Minimax-H3

What's your difficulty of supporting the model you want?

No response

Use case and motivation

No response

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Contributor guide

Research direction
Review how existing models like WAN 2.2 and Minimax H3 are integrated in the vllm omni codebase. Then analyze the MAGI 2 preview model architecture from its HuggingFace page. Follow the same pattern to add support, including model loading, forward pass, and sampling.
Tech stack
python
Domain
backend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
GitPython
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40