How do I access Morph V3 Large from inside Iran?

Create an account on Hormouz and generate an API key. Hormouz provides a stable path to the model from inside Iran, with no foreign credit card or circumvention tooling required.

Is Morph V3 Large compatible with OpenAI code?

Yes. Hormouz exposes an OpenAI-compatible API. Just change the base URL to Hormouz and swap in your Hormouz key. Your existing SDKs and code run without a rewrite.

What is Morph V3 Large built for?

It is a specialized apply model for precisely merging suggested edits into source code, and it runs fast.

What prompt format does Morph V3 Large expect?

The prompt must contain the instruction, initial code and edit snippet in the specified format; the context window is up to 262K tokens.

Morph: Morph V3 Large: AI model

Morph V3 Large is a high-accuracy apply model for complex code edits at around 4,500 tokens/sec. Reachable from inside Iran through Hormouz.

Context window:: 262,144 tokens
Input:: $0.9/1M tokens
Output:: $1.9/1M tokens
Type:: text

Streaming
Long context

Morph V3 Large is a specialized apply model that merges AI-suggested edits straight into source code with high accuracy. It is designed for precise code transformations and runs at around 4,500 tokens/sec.

To use it, the prompt must follow a specific format containing the instruction, the initial code and the edit snippet. Morph V3 Large has a context window of up to 262K tokens and is served through Hormouz behind an OpenAI-compatible API.

Pricing is usage-based: $0.90 per million input tokens and $1.90 per million output tokens. Hormouz provides stable access to the model from inside Iran.

Morph's high-accuracy apply model for complex code edits. ~4,500 tokens/sec with 98% accuracy for precise code transformations. The model requires the prompt to be in the following format: <instruction>{instruction}</instruction> <code>{initial_code}</code>...

Quickstart

curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "morph/morph-v3-large",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Specs

Vendor	Morph
Type	Text
Context window	262,144 tokens
Pricing	$0.90/M in · $1.90/M out
API	Chat Completions
Capabilities	Streaming

Code example

cURL

curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "morph/morph-v3-large",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Python

from openai import OpenAI
client = OpenAI(api_key="ng-YOUR_API_KEY", base_url="https://api.hormouz.net/v1")
response = client.chat.completions.create(
    model="morph/morph-v3-large",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)

JavaScript

import OpenAI from "openai";
const client = new OpenAI({ apiKey: "ng-YOUR_API_KEY", baseURL: "https://api.hormouz.net/v1" });
const response = await client.chat.completions.create({
  model: "morph/morph-v3-large",
  messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);

Buy the Morph: Morph V3 Large API, paid in rial

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One Hormouz key reaches Morph: Morph V3 Large and 600+ other models, and you pay only for what you use.
No VPN and no risk of a banned account; just change the base URL to api.hormouz.net/v1.

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FAQ

How much does Morph V3 Large cost?: Billing is usage-based: $0.90 per million input tokens and $1.90 per million output tokens.
How do I access Morph V3 Large from inside Iran?: Create an account on Hormouz and generate an API key. Hormouz provides a stable path to the model from inside Iran, with no foreign credit card or circumvention tooling required.
Is Morph V3 Large compatible with OpenAI code?: Yes. Hormouz exposes an OpenAI-compatible API. Just change the base URL to Hormouz and swap in your Hormouz key. Your existing SDKs and code run without a rewrite.
What is Morph V3 Large built for?: It is a specialized apply model for precisely merging suggested edits into source code, and it runs fast.
What prompt format does Morph V3 Large expect?: The prompt must contain the instruction, initial code and edit snippet in the specified format; the context window is up to 262K tokens.

Updated 2026-10-13