Direct answer: Qwen4 is Alibaba’s 2026 line of open-weight models. It ranges from a 0.5B on-device model to a 480B-parameter flagship, and the whole family is free to download under Apache 2.0 terms.
What is Qwen4?
Qwen4 is the fourth major generation of the Qwen models from Alibaba Cloud. The family is unusually wide: dense models at 0.5B, 3B, 8B, 32B and 72B, plus mixture-of-experts flagships. There are separate variants for vision, audio, and code.
In 2025 Qwen derivative models topped Hugging Face’s download charts, and Qwen4 continues that โ it is the default base that many teams fine-tune because the license is permissive and the sizes fit every GPU budget.
Product Features
- Seven-plus dense sizes from 0.5B to 72B, plus MoE flagships, so you match hardware exactly.
- Apache 2.0-style licensing on most sizes, allowing commercial use and fine-tuning.
- 250k-token context on the flagship, with native long-document support.
- Multimodal variants for images, video, and audio in the same release cycle.
- Free chat access via qwen.ai and its mobile apps.
- Cloud API through Alibaba Cloud Model Studio, billed per token.
Product Highlights
The size range is the point. A 0.5B Qwen4 runs on a phone. A 72B runs on two workstation GPUs. Very few vendors let you use the same tokenizer, chat template, and fine-tuning recipe across that spread.
Fine-tuning ecosystem is mature. Unsloth, LoRA tooling, and vLLM all ship Qwen4 support on day one, which cuts the time from download to a working fine-tune to hours.
Weakness: English nuance and docs. Qwen4 is excellent at code and multilingual tasks, but for polished English marketing copy it still trails Claude and GPT, and some documentation lags the release.
Use Cases
- Fine-tuning a small model for a narrow task on one GPU.
- Running inference on-device for private or offline apps.
- Multilingual assistants for Asian-language support.
- Code completion and repo Q&A with a self-hosted model.
- Cheap API fallback to reduce reliance on US providers.
Pricing and Limits
Weights are free; you pay only for hardware. The hosted Qwen Chat app is free. Alibaba Cloud API pricing varies by model size, roughly $0.10โ$2 per million tokens, and requires an Alibaba Cloud account. Enterprise support comes only with a paid cloud contract.
Quick Summary
- Qwen4 is Alibaba’s 2026 open-weight family, from 0.5B up to a 480B flagship.
- Most sizes ship under permissive licenses and are free to download.
- It leads open-model download share on Hugging Face.
- Best for self-hosting, fine-tuning, and multilingual work.
- Weaker for English copywriting than Claude or GPT.
