Recipe
glm-5-2-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp4
glm-5-2-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp4Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- 0.11.2.dev279+dark.devotion.pr31.pr15.w4a16scale
- Accelerators
- 4
- Tensor parallel
- 4
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/madeby561/GLM-5.2-NVFP4-REAP-504B-term- Repository
- madeby561/GLM-5.2-NVFP4-REAP-504B-term
- 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 |
|---|---|---|---|---|---|---|
| 1 | 1,000,000 | 1,555.9 | 87.1 | 356.7 | historical | glm-5-2-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp4-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 4
- hardware id
- rtx-pro-6000-blackwell-96gb
- id
- glm-5-2-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp4
- model instance id
- madeby561-glm-5-2-nvfp4-reap-504b-term--nvfp4
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- glm-5-2-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp4-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- --model, madeby561/GLM-5.2-NVFP4-REAP-504B-term, --tensor-parallel-size, 4, --host, 0.0.0.0, --port, 8000
- container port
- 8,000
- 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
- 0.11.2.dev279+dark.devotion.pr31.pr15.w4a16scale
serving
- tensor parallel
- 4
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
- 2026-08-27T06:04:13.773Z
description · reason not-observed
description · state unknown
- 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.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
- 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
- 2026-08-27T06:04:13.773Z
serving.max concurrency · reason not-observed
serving.max concurrency · state unknown
- serving.max context tokens · provenance · captured at
- 2026-08-27T06:04:13.773Z
serving.max context tokens · reason not-observed
serving.max context tokens · state unknown
metadata
- localmaxxing · base lineage
- known
- localmaxxing · engine flags · attentionBackend
- B12X_MLA_SPARSE
- localmaxxing · engine flags · kvCacheDtype
- fp8
- localmaxxing · engine flags · mtpEnabled
- No
- localmaxxing · engine flags · specDecoding
- Yes
- localmaxxing · engine flags · tensorParallel
- 4
- localmaxxing · hardware label
- 4x RTX PRO 6000 Blackwell 96GB
- localmaxxing · notes
- River House estate Brain (jack-blackwell, 4× RTX PRO 6000 Blackwell Max-Q 96GB, TP4). Model: GLM-5.2 NVFP4 REAP 504B (168 experts/layer, pruned from 753B full). Benchmark: 555-token prompt, 128 output tokens, temperature=0 (greedy), 2 warmup + 5 measured runs, median reported. MTP speculative decoding active (5 spec tokens). Runs were extremely consistent: 86.82-87.20 tok/s across all 5 measured runs. Custom vLLM build (dark.devotion fork with B12X MLA sparse attention + modelopt_fp4). Benchmark run from Mac cockpit via direct tailnet endpoint (exclusive access).
- localmaxxing · revision unpinned
- Yes
- localmaxxing · run id
- cms0k01ob006es201is00gcrk
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/cms0k01ob006es201is00gcrk ↗ |