INTELLECT-3.1

INTELLECT-3.1 continues training INTELLECT-3 on mathematics, coding, software engineering, and agent tasks. It retains the 106-billion-parameter mixture-of-experts design with 12 billion active parameters.

What the release provides

The model card provides a vLLM serving example on two H200 GPUs. It selects the qwen3_coder tool-call parser and deepseek_r1 reasoning parser. This is a documented setup, not a universal minimum hardware requirement.INTELLECT-3.1 official model card

How to use it well

Practical guidance. Keep reasoning and tool-call parsing separate in your application. Confirm that generated tool arguments match the schema before executing them.

Specifications & access

INTELLECT-3.1 specifications
DetailValue and conditions
AccessDownloadable
Context window131,072 tokens

Configured position limit. Serving limits depend on the runtime and settings.

INTELLECT-3.1 model configuration
Base ancestryGLM-4.5-Air-Base, through INTELLECT-3INTELLECT-3.1 official model card
Repository licenseMITINTELLECT-3.1 official model card

Related models

  • A 106-billion-parameter mixture-of-experts reasoning model with 12 billion active parameters.

    Launch date not confirmedDownloadable