Meta: Llama-3.2-11B-Vision-Instruct

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

Model lab: Meta
Model family: llama

Model resources

Hugging Face

Modalitiestext, image → text

Context window128,000

Maximum output4,096

InputUSD 0.276 / 1M tokens

OutputUSD 0.276 / 1M tokens

Try now

Quickstart

Use your Moduck API Key, set the API base URL to https://api.moduck.ai/v1, and set the model parameter to meta/llama-3.2-11b-vision-instruct.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "meta/llama-3.2-11b-vision-instruct"

response = requests.post(
    f"{base_url}/chat/completions",
    headers={
        "Authorization": f"Bearer {api_key}",
        "Content-Type": "application/json",
    },
    json={
        "model": model_id,
        "messages": [{"role": "user", "content": "Hello!"}],
        "stream": False,
    },
    timeout=60,
)
response.raise_for_status()
print(response.json())

Use the familiar OpenAI-style chat request format to make model integration easier.

Llama-3.2-11B-Vision-Instruct API Pricing

Type	Price information
Input	USD 0.276 / 1M tokens
Output	USD 0.276 / 1M tokens

Performance

Performance trends

Throughput92.2 tok/sCurrent

Time to first token1.3 sCurrent

End-to-end latency7.0 sCurrent

Throughput

Current92.2 tok/s

Window average89.7 tok/s

Time to first token

Current1.3 s

Window average1.4 s

End-to-end latency

Current7.0 s

Window average7.5 s

Tail latency (P99)

Current17.1 s

Window average16.8 s

Prompt cache hit rate

Current19.0%

Window average24.5%

Error rate

Current0.0%

Window average0.1%

Availability

Uptime100%At least one provider responded

Availability100%Requests actually served

Error rate0%Share of failed requests

Served requests, hour by hour

24 hours agoNow

Llama-3.2-11B-Vision-Instruct Compare models

Model	Input price	Output price	Context window	Capabilities
Llama-3.2-11B-Vision-InstructThis page	USD 0.276 / 1M tokens	USD 0.276 / 1M tokens	128,000	Text output · Tool calling
Llama 4 Maverick 17B Instruct	USD 0.112 / 1M tokens · Context ≤ 1048576 tokens · Maximum output 8192 tokens	USD 0.472 / 1M tokens · Context ≤ 1048576 tokens · Maximum output 8192 tokens	1,000,000	Text output · Tool calling
Llama 4 Scout 17B Instruct	USD 0.144 / 1M tokens · Context ≤ 131072 tokens · Maximum output 131072 tokens	USD 0.472 / 1M tokens · Context ≤ 131072 tokens · Maximum output 131072 tokens	10,000,000	Text output · Tool calling
Llama-3.3-70B-Instruct	USD 0.08 / 1M tokens	USD 0.256 / 1M tokens	128,000	Text output · Tool calling
Llama-3.2-1B	USD 0.08 / 1M tokens	USD 0.08 / 1M tokens	131,072	Text output

Model specifications

Input: text, image
Output: text
Context window: 128,000
Maximum output: 4,096
Release date: 2024-09-25
Attachments: Yes
Reasoning: No
Tool calling: Yes
Temperature setting: Yes
Open weights: Yes

Frequently asked questions

What is Llama-3.2-11B-Vision-Instruct for?

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

What inputs and outputs does Llama-3.2-11B-Vision-Instruct support?

Recorded inputs: text, images; outputs: text.

How is Llama-3.2-11B-Vision-Instruct priced?

The pricing table shows the current recorded Moduck price. For example: Input USD 0.276 / 1M tokens; Output USD 0.276 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for Llama-3.2-11B-Vision-Instruct?

Current model records list Context window 128,000 tokens; Maximum output 4,096 tokens.

What model parameter does the Quickstart use?

The example uses meta/llama-3.2-11b-vision-instruct. This value comes from the page identifier and is not confirmed as a callable Moduck public ID.

Can I call this model through the Moduck API now?

This page has no verified Moduck API call for this model. A Quickstart example or reserved ID does not establish access; check the models available to your account.