vllm-project/vllm-omni

[New Model]: HyperCLOVAX-SEED-Omni-8B

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#743 opened on Jan 12, 2026

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help wantednew model

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Description

The model to consider.

I would like to request support for HyperCLOVAX-SEED-Omni-8B, a multimodal model developed by Naver CLOUD. This model is designed to handle interleaving text, image, and audio inputs/outputs.

HuggingFace Link: naver-hyperclovax/HyperCLOVAX-SEED-Omni-8B

Architecture Overview / Pipeline Stage:

roadmap

The closest model vllm-omni already supports.

https://github.com/vllm-project/vllm-omni/issues/631

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

Use case and motivation

No response

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Contributor guide

Research direction
Implement the HyperCLOVAX SEED Omni 8B model in vllm omni by following the existing PRs and issues for vision and audio decoders, and integrating with the HuggingFace model.
Tech stack
pythonpytorch
Domain
backendai
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
PythonGitPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
55