Recipe
glm-4-5-air-awq-4bit-rtx-pro-6000-blackwell-96gb-vllm-tp1
glm-4-5-air-awq-4bit-rtx-pro-6000-blackwell-96gb-vllm-tp1vllm recipe for GLM-4.5-Air on RTX PRO 6000 Blackwell with tensor parallelism 1.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- vllm-0.25.0
- Accelerators
- 1
- Tensor parallel
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/zai-org/GLM-4.5-Air- Repository
- zai-org/GLM-4.5-Air
- Status
- known
- Link type
- Exact Hub repository
Public Hugging Face repository confirmed by the Hub API.
Candidate: useful compatibility or speed evidence. The registry does not offer Run until promotion requirements are met.
Observed configuration
vllm
Evidence only · candidate · reference
Candidate evidence — not a Run contract
No tokenized launch fields. This is measured or documented compatibility, not a Docker launch.
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| — | 32,768 | — | 2,527.7 | 38.7 | historical | glm-4-5-air-awq-4bit-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 1
- hardware id
- rtx-pro-6000-blackwell-96gb
- id
- glm-4-5-air-awq-4bit-rtx-pro-6000-blackwell-96gb-vllm-tp1
- model instance id
- zai-org-glm-4-5-air--awq-4bit
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- glm-4-5-air-awq-4bit-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- serve, --model, zai-org/GLM-4.5-Air, --tensor-parallel-size, 1, --host, 0.0.0.0, --port, 8000, --max-model-len, 32768
- container port
- 8,000
- entrypoint
- vllm
- host port
- 8,000
- image
- vllm/vllm-openai@sha256:0a51ea5b4ae2dc5d81890e5173f54203d2a3ae0cfffe51b8fd2afd4391bfd967
- ipc
- host
- kind
- docker
- shm size
- 16g
- synthesized · generated at
- 2026-08-31T22:12:17Z
- synthesized · image provenance
- deepseek-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp1
- synthesized · template
- vllm-openai-v1
mounts
| read only | target |
|---|---|
| No | /root/.cache/huggingface |
engine
- name
- vllm
- version
- vllm-0.25.0
serving
- tensor parallel
- 1
Provenance & metadata (3)
facts
- capabilities.chat · provenance · captured at
- 2026-08-27T06:04:13.773Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
- capabilities.reasoning · provenance · captured at
- 2026-08-27T06:04:13.773Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
- capabilities.tools · provenance · captured at
- 2026-08-27T06:04:13.773Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
- capabilities.vision · provenance · captured at
- 2026-08-27T06:04:13.773Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
- description · provenance · captured at
- 2026-08-31T22:39:04Z
description · reason derived-from-recipe-identifiers
description · state known
- draft launch.entrypoint · provenance · captured at
- 2026-09-01T01:41:26Z
draft launch.entrypoint · reason linux-amd64-container-config-entrypoint
draft launch.entrypoint · state known
- engine.graph mode · provenance · captured at
- 2026-08-27T06:04:13.773Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
- metadata.localmaxxing.engine flags.attentionBackend · provenance · captured at
- 2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.attentionBackend · reason not-observed
metadata.localmaxxing.engine flags.attentionBackend · state unknown
- metadata.localmaxxing.engine flags.flashAttn · provenance · captured at
- 2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.flashAttn · reason not-observed
metadata.localmaxxing.engine flags.flashAttn · state unknown
- metadata.localmaxxing.engine flags.gpuLayers · provenance · captured at
- 2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.gpuLayers · reason not-observed
metadata.localmaxxing.engine flags.gpuLayers · state unknown
- metadata.localmaxxing.engine flags.kvCacheDtype · provenance · captured at
- 2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.kvCacheDtype · reason not-observed
metadata.localmaxxing.engine flags.kvCacheDtype · state unknown
- metadata.localmaxxing.engine flags.tensorParallel · provenance · captured at
- 2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.tensorParallel · reason not-observed
metadata.localmaxxing.engine flags.tensorParallel · state unknown
- serving.kv cache tokens · provenance · captured at
- 2026-08-27T06:04:13.773Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
- serving.max concurrency · provenance · captured at
- 2026-09-01T10:22:25Z
serving.max concurrency · reason server-capacity-not-evidenced
serving.max concurrency · state unknown
- serving.max context tokens · provenance · captured at
- 2026-09-01T10:22:25Z
serving.max context tokens · reason context-limit-not-evidenced
serving.max context tokens · state unknown
metadata
- localmaxxing · base lineage
- derived
- localmaxxing · engine flags · mtpEnabled
- No
- localmaxxing · engine flags · specDecoding
- No
- localmaxxing · hardware label
- 1x RTX PRO 6000 Blackwell 96GB
- localmaxxing · notes
- Rented JarvisLabs RTX PRO 6000 Blackwell 96GB (cloud), CUDA 13 build sm_120. Median of 3 runs, temp 0, cold prefill, prompt ~50592 tok. Head-to-head vs my 3x R9700 rig, same GGUF quants.
- localmaxxing · revision unpinned
- Yes
- localmaxxing · run id
- cmrk3vsz102zzmj01p4vu2ouo
provenance
- captured at
- 2026-08-27T06:04:13.773Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-27T06:04:13.773Z | normalized-recipe | www.localmaxxing.com/en/runs/cmrk3vsz102zzmj01p4vu2ouo ↗ |