KyutaiVoice of Reason

GLM 4 Voice of Reason 9B

This research model adapts GLM 4 Voice 9B through reinforcement learning for spoken reasoning. An LLM judge supplies a binary reward for mathematical answers.

Research release

The training method changes the reasoning channel

The reported route uses reinforcement learning without an additional supervised fine-tuning stage. Speech generation still requires the upstream tokenizer and audio decoder; a language-model checkpoint alone is not the complete speech system.glm-4-voice-of-reason-9b: Kyutai model card

Specifications & access

GLM 4 Voice of Reason 9B specifications
DetailValue and conditions
StatusResearch release
AccessDownloadable
Model identifierskyutai/glm-4-voice-of-reason-9b
Upstream modelGLM 4 Voice 9B.glm-4-voice-of-reason-9b: Kyutai model card
TermsThe GLM 4 Voice license applies; this is not an Apache-licensed release.glm-4-voice-of-reason-9b: Kyutai model card

Related models

  • A GLM 4 Voice 9B adaptation that combines silent text reasoning with spoken output and reinforcement learning.

    Launch date not confirmedResearch releaseDownloadable