Recipe
glm-5-2-mxfp8-nvfp4-nf3-rtx-pro-6000-blackwell-96gb-vllm-tp4
glm-5-2-mxfp8-nvfp4-nf3-rtx-pro-6000-blackwell-96gb-vllm-tp4Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- 0.11.2.dev280
- Accelerators
- 4
- Tensor parallel
- 4
- Context tokens
- 131,072
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/madeby561/GLM-5.2-MXFP8-NVFP4-NF3-Hybrid- Repository
- madeby561/GLM-5.2-MXFP8-NVFP4-NF3-Hybrid
- 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
Observed source tokens
Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.
vllmservemadeby561/GLM-5.2-MXFP8-NVFP4-NF3-Hybrid--tensor-parallel-size4--decode-context-parallel-size1--max-model-len131072--gpu-memory-utilization0.95--enable-prefix-caching
| Flag | Value |
|---|---|
--tensor-parallel-size | 4 |
--decode-context-parallel-size | 1 |
--max-model-len | 131072 |
--gpu-memory-utilization | 0.95 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 131,072 | — | 36.8 | 210.7 | observed | glm-5-2-mxfp8-nvfp4-nf3-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-mxfp8-nvfp4-nf3-rtx-pro-6000-blackwell-96gb-vllm-tp4
- model instance id
- madeby561-glm-5-2-mxfp8-nvfp4-nf3-hybrid--mxfp8-nvfp4-nf3
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- glm-5-2-mxfp8-nvfp4-nf3-rtx-pro-6000-blackwell-96gb-vllm-tp4-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- --model, madeby561/GLM-5.2-MXFP8-NVFP4-NF3-Hybrid, --tensor-parallel-size, 4, --host, 0.0.0.0, --port, 8000, --max-model-len, 131072
- 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.dev280
serving
- max concurrency
- 1
- max context tokens
- 131,072
- tensor parallel
- 4
Provenance & metadata (3)
facts
- capabilities.chat · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
- capabilities.reasoning · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
- capabilities.tools · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
- capabilities.vision · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
- engine.graph mode · provenance · captured at
- 2026-08-30T09:10:02Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
- serving.kv cache tokens · provenance · captured at
- 2026-08-30T09:10:02Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
metadata
- localmaxxing · backend
- cuda
- localmaxxing · hardware label
- RTX PRO 6000 Blackwell
- localmaxxing · notes
- Fresh LocalMaxxing remote contract: one untimed warmup plus three timed streaming iterations; median reported; temperature 0; 256 max/output tokens; decode measured first-to-last streamed token. Decode throughput and TTFT are from this fresh run. Prefill is intentionally omitted: the CLI-style prompt_tokens/TTFT estimate used a 34-token default prompt and was dominated by fixed request overhead. A separate OLS estimate over 1,147 real Hybrid requests is 3,149 tok/s (R^2 0.828); methodology: https://services.turquoisebay.ai/share/glm52-official-api-vs-hybrid/
- localmaxxing · observed command
- vllm serve madeby561/GLM-5.2-MXFP8-NVFP4-NF3-Hybrid --tensor-parallel-size 4 --decode-context-parallel-size 1 --max-model-len 131072 --gpu-memory-utilization 0.95 --enable-prefix-caching
- localmaxxing · run id
- cmrq0hblz05n6lg01cswo0exb
- localmaxxing · tokenized · arguments
- vllm, serve, madeby561/GLM-5.2-MXFP8-NVFP4-NF3-Hybrid, --tensor-parallel-size, 4, --decode-context-parallel-size, 1, --max-model-len, 131072, --gpu-memory-utilization, 0.95, --enable-prefix-caching
- localmaxxing · tokenized · fidelity
- faithful
provenance
- captured at
- 2026-08-30T09:10:02Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-30T09:10:02Z | normalized-recipe | www.localmaxxing.com/en/runs/cmrq0hblz05n6lg01cswo0exb ↗ |