Recipe
glm-5-2-mxfp8-nvfp4-nf3-hybrid-mxfp8-nvfp4-nf3-hybrid-rtx-pro-6000-blackwell-96gb-vllm-tp4
glm-5-2-mxfp8-nvfp4-nf3-hybrid-mxfp8-nvfp4-nf3-hybrid-rtx-pro-6000-blackwell-96gb-vllm-tp4vllm recipe for GLM-5.2-Abliterated-MXFP8-NVFP4-NF3-Hybrid on RTX PRO 6000 Blackwell with tensor parallelism 4.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- 0.11.2.dev279+eldritch.enlightenment.v56a5c3e.kingdom.plus5.71fca68.b12x7bfc945.fi25dd814.cu132.20260706
- Accelerators
- 4
- Tensor parallel
- 4
- Context tokens
- 480,000
- Max concurrency
- 8
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/jacklarmer/GLM-5.2-Abliterated-MXFP8-NVFP4-NF3-Hybrid- Repository
- jacklarmer/GLM-5.2-Abliterated-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
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 | 480,000 | — | 92 | 355.1 | historical | glm-5-2-mxfp8-nvfp4-nf3-hybrid-mxfp8-nvfp4-nf3-hybrid-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-hybrid-mxfp8-nvfp4-nf3-hybrid-rtx-pro-6000-blackwell-96gb-vllm-tp4
- model instance id
- jacklarmer-glm-5-2-abliterated-mxfp8-nvfp4-nf3-hybrid--mxfp8-nvfp4-nf3-hybrid
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- glm-5-2-mxfp8-nvfp4-nf3-hybrid-mxfp8-nvfp4-nf3-hybrid-rtx-pro-6000-blackwell-96gb-vllm-tp4-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- serve, --model, jacklarmer/GLM-5.2-Abliterated-MXFP8-NVFP4-NF3-Hybrid, --tensor-parallel-size, 4, --host, 0.0.0.0, --port, 8000, --max-model-len, 480000
- 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
- 0.11.2.dev279+eldritch.enlightenment.v56a5c3e.kingdom.plus5.71fca68.b12x7bfc945.fi25dd814.cu132.20260706
serving
- max concurrency
- 8
- max context tokens
- 480,000
- 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
- 2026-08-31T22:39:04Z
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
- 2026-09-01T01:34:02Z
serving.max concurrency · reason server-capacity-derived-from-source-evidence
serving.max concurrency · state known
- 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
- B12X_MLA_SPARSE
- localmaxxing · engine flags · kvCacheDtype
- nvfp4_ds_mla
- localmaxxing · engine flags · mtpEnabled
- Yes
- localmaxxing · engine flags · specDecoding
- Yes
- localmaxxing · engine flags · tensorParallel
- 4
- localmaxxing · hardware label
- 4x RTX PRO 6000 Blackwell 96GB
- localmaxxing · notes
- Single-stream text benchmark on four discrete 96 GB PCIe GPUs: 2 warmups followed by 5 measured streaming runs with temperature-0/top-p-1 target sampling and probabilistic MTP-3; median reported (80.24-94.12 output tok/s). Abliterated experimental derivative of the full GLM-5.2 hybrid checkpoint; use requires output review. Runtime is matched to the control: TP4/DCP4, NVFP4 DS-MLA KV, B12X MLA sparse attention/MoE, and prefix caching. Repeated-prompt TTFT is warm-cache. The measured host requires P2P and B12X all-reduce/A2A disabled with ag_rs. Authentication, exact identity, coherent text, automatic tools, streaming, cancellation, and zero restart/OOM passed. Metrics use server usage counters and client-observed token timing.
- localmaxxing · revision unpinned
- No
- localmaxxing · run id
- cms8ly48i000tpm01ourxxard
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/cms8ly48i000tpm01ourxxard ↗ |