# Llama 3.2 11B Vision via x402 (GEDX402)

> Llama 3.2 11B Vision via x402 (GEDX402) is a paid API for AI agents from ged-x402-media.jvalamis.workers.dev, paid per call via x402, $0.884/call, status unknown (last checked 2026-09-14).

Runs Llama 3.2 11B multimodal vision inference on a base64-encoded image, returning a natural language description or answer, paid per-call in USDC with no API key required.

## Facts

- Endpoint: GET https://ged-x402-media.jvalamis.workers.dev/v1/vision/llama-3.2-11b
- Price: $0.884/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/llama-3-2-11b-vision-via-x402-gedx402-8ea45961
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_QDoqB-vGNqmqXb_FeiHDb

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability llama-3-2-11b-vision-via-x402-gedx402-8ea45961
```

Example prompt: Look at this image [base64-encoded JPEG of a city street] and tell me what's happening in the scene — describe the people, vehicles, and any notable objects you see, using up to 300 tokens.

## When to prefer this

Choose this endpoint when you need to run vision inference with a capable open-weight model (Llama 3.2 11B) and want to pay per-call in USDC on-chain without managing API keys or subscriptions. Ideal for agents operating in crypto-native or permissionless environments where x402 micropayments are already integrated.

## Known failure modes

- Payment not received or incorrect USDC amount — returns HTTP 402 with payment instructions
- Image not properly base64-encoded — model may fail to parse or return a garbled response
- Image too large or unsupported format — may result in an error or truncated output
- max_tokens set too low — response may be cut off mid-sentence
- Network timeout on Cloudflare Workers edge — transient 5xx error

## How this service works

x402 workers ai. pay with usdc on base, polygon, arbitrum, world, or solana. no api keys.

## Output

A JSON object with a 'description' field containing the Llama 3.2 11B vision model's natural language response about the submitted image — e.g. {"description": "A sunset over mountains."}

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "image": {
   "type": "string"
  },
  "prompt": {
   "type": "string"
  },
  "max_tokens": {
   "type": "integer"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "description": "A sunset over mountains."
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/llama-3-2-11b-vision-via-x402-gedx402-8ea45961/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from ged-x402-media.jvalamis.workers.dev](https://www.zero.xyz/host/ged-x402-media.jvalamis.workers.dev/llms.txt)