LocalClaw/LLM/GLM-5.1
Public model card reference

GLM-5.1

Catalogue summary: Z.ai next-generation flagship for agentic engineering. Stronger coding, long-horizon tool use, SWE-Bench Pro, Terminal-Bench and repo generation. MIT licensed.

Repository editorial metadata; verify comparative claims in the linked upstream material.

Public model cardNo public GGUF verified754B MoE2026-05
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llama.cppNot available for this model
Use with LocalClawOptional workspace after the model is installed
Source status
Public model card
Public GGUF
Not verified
Parameters
754B MoE
Access
Public card

Verified source status

LocalClaw verified a public model card for GLM-5.1 on 2026-09-07, but no public GGUF file in that repository. The catalogue RAM and quantization fields are estimates, not a verified install path.

Only the public model card was verified; no public GGUF file was verified in that repository. Open the model card to confirm current artefacts and supported runtimes. LocalClaw does not claim a one-click LM Studio install.

Public model card (no GGUF file verified 2026-09-07): zai-org/GLM-5.1
chatcodereasoningqualityagenticgeneral

Source availability

01
Open the model cardUse the verified upstream card as the source of truth for this record.
02
Inspect current filesNo public GGUF file was verified in the repository during the catalogue audit.
03
Confirm a supported runtimeChoose a local runtime only after verifying the exact artefact, licence and hardware requirements upstream.

Catalogue record

  • Family: glm
  • Parameters: 754B MoE
  • Recommended quantization: Q4_K_M
  • Catalogue minimum RAM: 640 GB
  • Catalogue model size: 430 GB
  • Tags: chat, code, reasoning, quality, agentic, general

Practical limits

  • Catalogue RAM is a minimum estimate, not a guarantee for every context length or runtime.
  • Speed and memory use vary by quantization, backend, context length and system headroom.
  • Verify architecture, licence and usage restrictions in the linked upstream material before deployment.

Catalogue tags

  • chat
  • code
  • reasoning
  • quality
  • agentic
  • general

Capability profile

Repository catalogue ratings used by LocalClaw's editorial rubric. They are not a standardized third-party benchmark.

speed
2
quality
10
coding
10
reasoning
10

Technical notes

Developer
See upstream repository
License
See upstream repository
Context window
See upstream repository
Architecture
See upstream repository

Related catalogue entries

Linked mechanically by family, shared tags and nearby RAM tier; this is not a quality ranking.

GLM 4.6 (355B MoE) 355B (32B active)GLM-5.2 (744B MoE) 744B (40B active)GLM 4.7 355B (32B active, MoE)GLM-5.3-Flash 320B (18B active, MoE)GLM 4.5 Air (MoE) 106B (12B active, MoE)GLM-4 (32B) 32BGLM-4 (9B) 9BGLM 4.7 Flash 14B

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