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Z.ai - Mixture of experts - verified

Run GLM-5.3 locally

GLM-5.3 is a 753.3B mixture-of-experts model from Z.ai with a 1.05M-token context window, released under GLM-5.3 License (commercial use is allowed with conditions set out in the license); the smallest listed download is 418.3 GB, the 4bit MLX build from mlx-community/GLM-5.3-4bit.

Official weights: zai-org/GLM-5.3

Total params
753.3B
Architecture
Mixture of experts
Context
1.05M
Smallest download
418.3 GB

Fits in

Smallest download at most 85% of memory

None of the tiers here. The smallest listed download is 418.3 GB, more than 85% of 256 GB.

Downloads

The official weights and every quantization listed for this model, with file sizes from Hugging Face.

GLM-5.3 downloads and file sizes
DownloadFormatSizeRepo
Official weightsFP8755.6 GBzai-org/GLM-5.3
UD-Q4_K_XLGGUF467.3 GBunsloth/GLM-5.3-GGUF
Q8_0GGUF801.4 GBunsloth/GLM-5.3-GGUF
4bitSmallest listedMLX418.3 GBmlx-community/GLM-5.3-4bit

GB is decimal: 1 GB = 10^9 bytes. Add memory for the context and the operating system on top of the file size.

Run it

The official pages read for this directory publish no copyable run command for GLM-5.3. Download the weights from zai-org/GLM-5.3 and follow the model card's serving instructions.

Not sure which runtime to use? Compare local LLM runtimes by platform, API and features.

License

License
GLM-5.3 Licenseother
Commercial use
Commercial use: ConditionsCommercial use is allowed with conditions set out in the license.
Gated download
No. The files download directly.

Worth knowing

The card exposes a reasoning_effort setting (low, high, max), and the license requires a Z.AI security review for model-as-a-service businesses above 10 billion USD in revenue.

Released (per the announcement).

API pricing and specsHosted prices per 1M tokens for GLM-5.3, if you would rather not run it yourself.

FAQ

How big is the GLM-5.3 download?

The official FP8 weights in zai-org/GLM-5.3 are 755.6 GB. The smallest listed download is 418.3 GB, the 4bit MLX build from mlx-community/GLM-5.3-4bit. Plan for more memory than the file size: the context (KV cache) and the operating system need room too.

Can I use GLM-5.3 commercially?

GLM-5.3 is released under GLM-5.3 License, and commercial use is allowed with conditions set out in the license. The license text is at https://huggingface.co/zai-org/GLM-5.3/blob/main/LICENSE.

How much memory do I need for GLM-5.3?

Its smallest listed download is 418.3 GB, more than 85% of 256 GB, so it needs a multi-GPU server or a machine with more memory than the largest tier here.

What is the context length of GLM-5.3?

1,048,576 tokens. A longer context needs more memory for the KV cache, so you can run with a shorter one when memory is tight.

Sources

Last verified from the pages below.

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