GME-VARCO-VISION-Embedding

by NCSOFT

Multimodal image and video embedding model for vision-heavy retrieval

310dl/month

7Bparams

HuggingFace Use in Pipeline

Identifiers

Model ID

NCSOFT/GME-VARCO-VISION-Embedding

Feature URI

mixpeek://image_extractor@v1/ncsoft_gme_varco_vision_embedding_v1

Overview

GME VARCO Vision Embedding is NCSOFT's multimodal embedding model for image, text, and video retrieval. It is based on Qwen2-VL-7B-Instruct and is tagged for video embedding and feature extraction.

On Mixpeek, it fits archives where agents need to search visual scenes and short clips by text, then pass the retrieved moments into a captioner, VLM, or workflow tool.

Architecture

Fine-tuned Qwen2-VL-7B-Instruct model for multimodal embedding. The model card lists image-text-to-text and feature-extraction tags, plus video embedding support.

Mixpeek SDK Integration

import { Mixpeek } from "mixpeek";

const mx = new Mixpeek({ apiKey: "API_KEY" });

await mx.collections.ingest({
  collection_id: "video-archive",
  source: { url: "https://example.com/field-video.mp4" },
  feature_extractors: [{
    feature: "video_embedding",
    model: "NCSOFT/GME-VARCO-VISION-Embedding"
  }]
});