Recipe
deepseek-v4-flash-0731-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp2
deepseek-v4-flash-0731-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp2Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Accelerators
- 2
- Tensor parallel
- 2
- Context tokens
- 2,048
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731- Repository
- deepseek-ai/DeepSeek-V4-Flash-0731
- 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.
vllmservedeepseek-ai/DeepSeek-V4-Flash-0731--tensor-parallel-size2--gpu-memory-utilization0.9465--max-num-seqs16--kv-cache-dtypefp8--attention-backendFLASHINFER_MLA_SPARSE_DSV4--enable-prefix-caching--enable-chunked-prefill--speculative-config{method:dspark,num_speculative_tokens:5}
| Flag | Value |
|---|---|
--tensor-parallel-size | 2 |
--gpu-memory-utilization | 0.9465 |
--max-num-seqs | 16 |
--kv-cache-dtype | fp8 |
--attention-backend | FLASHINFER_MLA_SPARSE_DSV4 |
--speculative-config | {method:dspark,num_speculative_tokens:5} |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 2,048 | 8,886.5 | 238.8 | 82.8 | observed | deepseek-v4-flash-0731-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp2-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 2
- hardware id
- rtx-pro-6000-blackwell-96gb
- id
- deepseek-v4-flash-0731-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp2
- model instance id
- deepseek-ai-deepseek-v4-flash-0731--fp8
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- deepseek-v4-flash-0731-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp2-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- --model, deepseek-ai/DeepSeek-V4-Flash-0731, --tensor-parallel-size, 2, --host, 0.0.0.0, --port, 8000, --max-model-len, 2048
- 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
serving
- max concurrency
- 1
- max context tokens
- 2,048
- tensor parallel
- 2
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 · observed command
- vllm serve deepseek-ai/DeepSeek-V4-Flash-0731 --tensor-parallel-size 2 --gpu-memory-utilization 0.9465 --max-num-seqs 16 --kv-cache-dtype fp8 --attention-backend FLASHINFER_MLA_SPARSE_DSV4 --enable-prefix-caching --enable-chunked-prefill --speculative-config {"method":"dspark","num_speculative_tokens":5}
- localmaxxing · run id
- cms90yxw2004jpm01uajxi4ho
- localmaxxing · tokenized · arguments
- vllm, serve, deepseek-ai/DeepSeek-V4-Flash-0731, --tensor-parallel-size, 2, --gpu-memory-utilization, 0.9465, --max-num-seqs, 16, --kv-cache-dtype, fp8, --attention-backend, FLASHINFER_MLA_SPARSE_DSV4, --enable-prefix-caching, --enable-chunked-prefill, --speculative-config, {method:dspark,num_speculative_tokens:5}
- 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/cms90yxw2004jpm01uajxi4ho ↗ |