Llama-3.2-11B-Vision-Instruct

MetaMCP Tool Call

meta/llama-3.2-11b-vision-instructOpen Weights

Open multimodal Llama model for image understanding, captioning, and visual QA

Benchmark Pricing$0.05 / 1M in$0.68 / 1M out

Context: 128,000 tokens•Max Output: 4,096 tokens•Knowledge: 2023-12•Released: 2024-09-25

TECHNICAL SPECIFICATIONS

Context Window128,000128K tokens

Max Output4,0964.1K tokens

LicenseOpen SourceSelf-hostable

Input Modalities

TextVision

Function / Tool CallingSupported (MCP Ready)

Structured OutputsGuaranteed Schema

MODEL CONTEXT PROTOCOL (MCP) READINESS

✓ Llama-3.2-11B-Vision-Instruct natively supports OpenAI / Anthropic format tool calling and is fully compatible with MCP servers and agent loops.

MCP Context Window Recommendations

With a context capacity of 128,000 tokens, this model can handle moderately large MCP tool definitions and multi-turn conversation logs comfortably.

API CALL INVOCATION EXAMPLE

// Example: Calling Llama-3.2-11B-Vision-Instruct via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.META_API_KEY,
});

const response = await client.chat.completions.create({
  model: "meta/llama-3.2-11b-vision-instruct",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);