---
title: Arcee AI Coder-Large — Code Generation | ModelsLab
description: Generate compilable code with explanations using Arcee AI Coder-Large API. Handle 32k context for multi-file tasks. Try now.
url: https://modelslab-frontend-v2-927501783998.us-east4.run.app/arcee-ai-coder-large
canonical: https://modelslab-frontend-v2-927501783998.us-east4.run.app/arcee-ai-coder-large
type: website
component: Seo/ModelPage
generated_at: 2026-05-13T08:40:25.574876Z
---

Available now on ModelsLab · Language Model

Arcee AI Coder-Large
Code Compiles First Time
---

[Try Arcee AI Coder-Large](/models/arcee_ai/arcee-ai-coder-large) [API Documentation](https://docs.modelslab.com)

Generate Debug Refactor Scale
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32K Context

### Multi-File Refactoring

Process long diffs or multiple files in one call with 32k context window.

30+ Languages

### TypeScript Go Terraform

Supports 30+ languages, optimized for TypeScript, Go, and Terraform.

Structured Output

### Explanations With Code

Emits code blocks with structured explanations by default.

Examples

See what Arcee AI Coder-Large can create
---

Copy any prompt below and try it yourself in the [playground](/models/arcee_ai/arcee-ai-coder-large).

API Endpoint

“Write a TypeScript Express.js API endpoint that fetches user data from a PostgreSQL database, includes error handling, input validation with Zod, and returns JSON responses. Add comments explaining each section.”

Bug Fix

“Debug this Go function with a nil pointer dereference: func ProcessUsers(users \[\]\*User) { for \_, u := range users { fmt.Println(u.Name) } }. Provide fixed code and explain the issue.”

Terraform Module

“Generate a Terraform module for AWS VPC with public and private subnets, NAT gateway, and security groups. Include variables, outputs, and best practices.”

Python Script

“Create a Python script using FastAPI to handle file uploads, process CSV data with Pandas, and store results in SQLite. Include unit tests.”

For Developers

A few lines of code.
Code gen. One call.
---

ModelsLab handles the infrastructure: fast inference, auto-scaling, and a developer-friendly API. No GPU management needed.

- **Serverless:** scales to zero, scales to millions
- **Pay per token,** no minimums
- **Python and JavaScript SDKs,** plus REST API

[API Documentation ](https://docs.modelslab.com)

PythonJavaScriptcURL

Copy

```
<code>import requests

response = requests.post(
    "https://modelslab.com/api/v7/llm/chat/completions",
    json={
  "key": "YOUR_API_KEY",
  "prompt": "",
  "model_id": ""
}
)
print(response.json())</code>
```

FAQ

Common questions about Arcee AI Coder-Large
---

[Read the docs ](https://docs.modelslab.com)

### What is Arcee AI Coder-Large?

32B model based on Qwen2.5-Instruct, fine-tuned on GitHub, CodeSearchNet, and bug-fix data for code generation and debugging. Supports 32k context. Understands 30+ languages.

### What is Arcee AI Coder-Large API used for?

Ideal for code generation, debugging, multi-file refactoring, and diff reviews. Emits structured explanations with code. Suited for copilot and educational tools.

### How does Arcee AI Coder-Large compare to CodeLlama?

Shows 5-8 point gains over CodeLlama-34B-Python on HumanEval. Competitive BugFix scores via reinforcement for compilable output.

### What is the context length of arcee ai coder large?

32,768 tokens. Enables handling large codebases or long conversations in single calls.

### Is Arcee AI Coder-Large model available via API?

Accessible through providers like Together AI and OpenRouter. Use OpenAI-compatible endpoints for integration.

### What is a good Arcee AI Coder-Large alternative?

Consider other Qwen-based coders or CodeLlama variants. Arcee AI Coder-Large excels in cost-efficiency and structured outputs for production.

Ready to create?
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Start generating with Arcee AI Coder-Large on ModelsLab.

[Try Arcee AI Coder-Large](/models/arcee_ai/arcee-ai-coder-large) [API Documentation](https://docs.modelslab.com)

---

*This markdown version is optimized for AI agents and LLMs.*

**Links:**
- [Website](https://modelslab.com)
- [API Documentation](https://docs.modelslab.com)
- [Blog](https://modelslab.com/blog)

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*Generated by ModelsLab - 2026-05-13*