About this model
GLM 5.1 is the privacy-hardened deployment of Z.ai's long-horizon flagship, served inside a Trusted Execution Environment where hardware attestation lets users independently verify enclave identity and configuration, so even the host cannot read prompts. It runs in FP8 precision under the MIT license, with a 200,000-token context window, and is released by Z.ai (formerly Zhipu AI) in April 2026.
It builds directly on Z.ai's GLM-5 foundation as a post-training upgrade rather than a new architecture. NVIDIA's model card describes GLM-5.1 as a large Mixture-of-Experts model and states it has significantly stronger coding capabilities along with improved results across coding, math, and agentic tasks versus its same-family predecessor GLM 5.
Z.ai positions the model for sustained autonomous work. Its documentation describes planning, execution, testing, and fixing loops running up to eight hours, and reports a 3.6× geometric-mean speedup on KernelBench Level 3 optimization, compared with 1.49× for torch.compile in max-autotune mode. These figures are vendor-reported.
Within the broader lineage GLM 5.1 sits between GLM 4.7 and the newer, longer-context GLM 5.2, reflecting Z.ai's steady iteration on its open-weight GLM family.
This About section is AI-generated from public sources (Claude Opus 4.8), with no human editing. It may contain inaccuracies — verify critical details against the sources listed above.
Research & Papers
Primary reference paper for this model family, sourced from the HuggingFace model card.
Data sources: Venice API · HuggingFace · Wikipedia · arXiv — enrichment updated 13h ago