Qwen3 Coder 30B A3B Instruct API & Playground

What is Qwen3-Coder 30B A3B Instruct and who developed it?

Qwen3-Coder 30B A3B Instruct is a Mixture-of-Experts (MoE) instruction-tuned coding model developed by Qwen (Alibaba Group). It features 30.5 billion total parameters with 3.3 billion active per forward pass, and is trained for advanced code reasoning, agentic systems, and browser-integrated coding tasks.

What applications and use cases does Qwen3-Coder 30B A3B Instruct excel at?

The model is designed for:

Code assistance
Conversational AI
Agentic systems (e.g., Qwen Code, CLINE)
Search
Enterprise RAG
Multimodal reasoning (text-only)

What is the maximum context length for Qwen3-Coder 30B A3B Instruct?

The model natively supports a context window of 262,144 tokens (262.1K).

What is the usable context window for Qwen3-Coder 30B A3B Instruct?

The full 262.1K token window is usable in on-demand deployments on Fireworks, which provide dedicated GPU access.

What is the maximum output length Fireworks allows for Qwen3-Coder 30B A3B Instruct?

The recommended output length is up to 65,536 tokens, constrained by the 262.1K total context limit.

What are known failure modes of Qwen3-Coder 30B A3B Instruct?

Function calling is not supported on Fireworks
Streaming responses not supported
Image input, embeddings, and rerankers are not supported
The model does not support “thinking mode” and ignores <think> tokens

How many parameters does Qwen3-Coder 30B A3B Instruct have?

Total parameters: 30.5 billion
Active per forward pass: 3.3 billion
Experts: 128 total, with 8 activated per token generation

Is fine-tuning supported for Qwen3-Coder 30B A3B Instruct?

Yes. Fireworks supports LoRA-based fine-tuning for this model using its RFT (Reserved Fine-Tuning) infrastructure.

How are tokens counted (prompt vs completion)?

Fireworks charges based on total input + output tokens, respecting the 262.1K context limit.

What rate limits apply on the shared endpoint?

Serverless: Not supported
On-demand: Available with no rate limits via dedicated GPU deployments

What license governs commercial use of Qwen3-Coder 30B A3B Instruct?

The model is released under the Apache 2.0 license, which permits unrestricted commercial use.

Fine-tuning Docs	Qwen3 Coder 30B A3B Instruct can be customized with your data to improve responses. Fireworks uses LoRA to efficiently train and deploy your personalized model
On-demand Deployment Docs	On-demand deployments give you dedicated GPUs for Qwen3 Coder 30B A3B Instruct using Fireworks' reliable, high-performance system with no rate limits.

Qwen3 Coder 30B A3B Instruct

Qwen3 Coder 30B A3B Instruct API Features

Fine-tuning

On-demand Deployment

Qwen3 Coder 30B A3B Instruct FAQs

Metadata

Specification

Supported Functionality