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Llama 3.2 NeMo Retriever 1B VLM Embed v1

Multimodal embedding model optimized for question-answering retrieval over image, text, or combined image-and-text documents.

NVIDIAllama-3.2-nemoretriever-1b-vlm-embed-v12025-05-20Report incorrect data

Specs

Context
8.2K
Max output
—
Input price
—
Output price
—
Released
2025-05-20

Context

Context window
8.2K
Max input
—
Max output
—

Pricing

Not published

Modalities

Input
TextImage
Output
Embedding

API

API types
embeddings

Reasoning

Not published

Info

Status
Active
Released
2025-05-20
Knowledge cutoff
—

Features

Not published
Source · official docsVerified 2026-10-11

How to call

1 provider

nvidiamodel = nvidia/llama-3.2-nemoretriever-1b-vlm-embed-v1

JSON

Standard format
llama-3.2-nemoretriever-1b-vlm-embed-v1.json
{
  "id": "llama-3.2-nemoretriever-1b-vlm-embed-v1",
  "object": "model",
  "created": 1747699200,
  "owned_by": "nvidia",
  "name": "Llama 3.2 NeMo Retriever 1B VLM Embed v1",
  "api": {
    "types": [
      "embeddings"
    ]
  },
  "limits": {
    "context": 8192,
    "input": null,
    "output": null
  },
  "modalities": {
    "input": [
      "text",
      "image"
    ],
    "output": [
      "embedding"
    ]
  },
  "reasoning": {
    "supported": null,
    "efforts": []
  },
  "pricing": null,
  "features": [],
  "info": {
    "status": "active",
    "release_date": "2025-05-20",
    "knowledge_cutoff": null,
    "description": "Multimodal embedding model optimized for question-answering retrieval over image, text, or combined image-and-text documents.",
    "docs": "https://docs.api.nvidia.com/nim/reference/nvidia-llama-3_2-nemoretriever-1b-vlm-embed-v1",
    "verified_at": "2026-10-11"
  }
}

Official sources

1