Recipe
glm-5-1-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-sglang-tp8
glm-5-1-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-sglang-tp8sglang recipe for GLM-5.1-NVFP4-MTP on RTX PRO 6000 Blackwell with tensor parallelism 8.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- sglang
- Engine version
- 0.5.10.post2.dev584+gc314a13f7
- Accelerators
- 8
- Tensor parallel
- 8
- Context tokens
- 200,000
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/lukealonso/GLM-5.1-NVFP4-MTP- Repository
- lukealonso/GLM-5.1-NVFP4-MTP
- 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
sglang
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 |
|---|---|---|---|---|---|---|
| — | 200,000 | — | 74.5 | 20,956 | historical | glm-5-1-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-sglang-tp8-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 8
- hardware id
- rtx-pro-6000-blackwell-96gb
- id
- glm-5-1-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-sglang-tp8
- model instance id
- lukealonso-glm-5-1-nvfp4-mtp--nvfp4
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- glm-5-1-nvfp4-nvfp4-rtx-pro-6000-blackwell-96gb-sglang-tp8-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- python3, -m, sglang.launch_server, --model-path, lukealonso/GLM-5.1-NVFP4-MTP, --tp, 8, --host, 0.0.0.0, --port, 30000, --context-length, 200000
- container port
- 30,000
- entrypoint
- /opt/nvidia/nvidia_entrypoint.sh
- host port
- 30,000
- image
- lmsysorg/sglang:dev-cu13@sha256:6cd4635214f279e0a43019f88e3120d407567640a58aa7dcc0085e3d91402cc4
- ipc
- host
- kind
- docker
- shm size
- 16g
- synthesized · generated at
- 2026-08-31T22:12:17Z
- synthesized · image provenance
- gemma-4-12b-it-nvfp4-rtxpro6000-sglang-tp1
- synthesized · template
- sglang-launch-server-v1
mounts
| read only | target |
|---|---|
| No | /root/.cache/huggingface |
engine
- name
- sglang
- version
- 0.5.10.post2.dev584+gc314a13f7
serving
- max context tokens
- 200,000
- tensor parallel
- 8
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.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
- 2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-not-evidenced
serving.max concurrency · state unknown
- serving.max context tokens · provenance · captured at
- 2026-09-01T01:30:07Z
serving.max context tokens · reason exact-live-run-context-length
serving.max context tokens · state known
metadata
- localmaxxing · base lineage
- known
- localmaxxing · engine flags · attentionBackend
- nsa
- localmaxxing · engine flags · kvCacheDtype
- fp8_e4m3
- localmaxxing · engine flags · mtpEnabled
- No
- localmaxxing · engine flags · specDecoding
- No
- localmaxxing · engine flags · tensorParallel
- 8
- localmaxxing · hardware label
- 8x RTX PRO 6000 Blackwell 768GB
- localmaxxing · notes
- Mean TTFT: 25992ms, Median TTFT: 20956ms Benchmark script: https://github.com/keennay/gpu-cluster-setup/blob/master/benchmark.py
- localmaxxing · revision unpinned
- No
- localmaxxing · run id
- cmoi6wtwd000ck304hw2dety0
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/cmoi6wtwd000ck304hw2dety0 ↗ |