sgl-project/sglang

[Feature] Serving VLM VILA

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#2,345 opened on Dec 4, 2024

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Description

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Motivation

Hello,

I want to deploy the VILA model for serving VILA1.5-3B-AWQ (https://github.com/NVlabs/VILA). Could you please guide me on how to get started? Are there any specific instructions or tools I should follow for setting up the serving environment?

Related resources

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Contributor guide

Research direction
Look into the SGLang serving framework documentation for adding new models. Examine existing model integrations for VLMs to understand the pattern. Possibly need to check if VILA is compatible with the existing multimodal support.
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.
Half day
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.
65