Recipe
deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-nzqc7c66
deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-nzqc7c66Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- 0.21.1rc1.dev339+g1967a5627bc3
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 200,000
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/0xSero/DeepSeek-V4-Flash-180B- Repository
- 0xSero/DeepSeek-V4-Flash-180B
- 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.
python-mvllm.entrypoints.openai.api_server--model0xSero/DeepSeek-V4-Flash-180B--served-model-nameDeepSeek-V4-Flash-Spark--max-model-len200000--kv-cache-dtypefp8--max-num-seqs1--gpu-memory-utilization0.88--enable-prefix-caching--speculative-config{method:deepseek_mtp,num_speculative_tokens:2}
| Flag | Value |
|---|---|
-m | vllm.entrypoints.openai.api_server |
--model | 0xSero/DeepSeek-V4-Flash-180B |
--served-model-name | DeepSeek-V4-Flash-Spark |
--max-model-len | 200000 |
--kv-cache-dtype | fp8 |
--max-num-seqs | 1 |
--gpu-memory-utilization | 0.88 |
--speculative-config | {method:deepseek_mtp,num_speculative_tokens:2} |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 200,000 | 869.9 | 23.3 | 2,481 | observed | deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-nzqc7c66-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 1
- hardware id
- dgx-spark-gb10-128gb
- id
- deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-nzqc7c66
- model instance id
- 0xsero-deepseek-v4-flash-180b--fp8
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-nzqc7c66-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- --model, 0xSero/DeepSeek-V4-Flash-180B, --tensor-parallel-size, 1, --host, 0.0.0.0, --port, 8000, --max-model-len, 200000
- 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
- 0.21.1rc1.dev339+g1967a5627bc3
serving
- max concurrency
- 1
- max context tokens
- 200,000
- tensor parallel
- 1
Provenance & metadata (3)
facts
- capabilities.chat · provenance · captured at
- 2026-08-30T09:26:09Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
- capabilities.reasoning · provenance · captured at
- 2026-08-30T09:26:09Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
- capabilities.tools · provenance · captured at
- 2026-08-30T09:26:09Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
- capabilities.vision · provenance · captured at
- 2026-08-30T09:26:09Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
- engine.graph mode · provenance · captured at
- 2026-08-30T09:26:09Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
- serving.kv cache tokens · provenance · captured at
- 2026-08-30T09:26:09Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
metadata
- localmaxxing · backend
- cuda
- localmaxxing · hardware label
- GB10 Grace Blackwell
- localmaxxing · notes
- LocalMaxxing C1 row from llama-benchy 0.3.7: pp=2048, tg=128, concurrency=1, runs=5. DeepSeek REAP K160 profile, FP8 KV, prefix caching, DeepSeek MTP speculative decoding with 2 draft tokens. Quantization detail: DeepSeek V4 Flash FP8 / FP4 MoE REAP K160. Single DGX Spark / GB10.
- localmaxxing · observed command
- python -m vllm.entrypoints.openai.api_server --model 0xSero/DeepSeek-V4-Flash-180B --served-model-name DeepSeek-V4-Flash-Spark --max-model-len 200000 --kv-cache-dtype fp8 --max-num-seqs 1 --gpu-memory-utilization 0.88 --enable-prefix-caching --speculative-config {"method":"deepseek_mtp","num_speculative_tokens":2}
- localmaxxing · run id
- cmqxng3sa000zpk01nzqc7c66
- localmaxxing · tokenized · arguments
- python, -m, vllm.entrypoints.openai.api_server, --model, 0xSero/DeepSeek-V4-Flash-180B, --served-model-name, DeepSeek-V4-Flash-Spark, --max-model-len, 200000, --kv-cache-dtype, fp8, --max-num-seqs, 1, --gpu-memory-utilization, 0.88, --enable-prefix-caching, --speculative-config, {method:deepseek_mtp,num_speculative_tokens:2}
- localmaxxing · tokenized · fidelity
- faithful
provenance
- captured at
- 2026-08-30T09:26:09Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-30T09:26:09Z | normalized-recipe | www.localmaxxing.com/en/runs/cmqxng3sa000zpk01nzqc7c66 ↗ |