Recipe
mimo-v2-5-nvfp4-dgx-spark-gb10-128gb-vllm-tp1
mimo-v2-5-nvfp4-dgx-spark-gb10-128gb-vllm-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- vLLM 0.21.1rc1.dev85+gd87ee1893.d20260518; image ghcr.io/tonyd2wild/mimo-v2.5-tp2-1m-nvfp4kv@sha256:219043cf57a42499ccc514f4de5b96f9e8e401fee47e435ba96ce06c3171f1c8; nvfp4-kv-diffkv mods copied from tonyd2wild/MiMo-V2.5-TP2-1M-NVFP4-KV-2xDGX-Spark commit 50c4ff8c119a2398c9b2016c4b50221014ccf770
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 500,000
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/lukealonso/MiMo-V2.5-NVFP4- Repository
- lukealonso/MiMo-V2.5-NVFP4
- 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.
vLLMMiMoDFlashTP=2container,max_model_len=500000,gpu_memory_utilization=0.83,max_num_seqs=6,max_num_batched_tokens=4096,NVFP4weights,NVFP4KVcache,triton_attn_diffkv,DFlashspeculativedecodingnum_speculative_tokens=7,NCCL_PROTO=LL,NCCL_MAX_NCHANNELS=2
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 500,000 | 1,538.8 | 28.4 | 1,586.2 | observed | mimo-v2-5-nvfp4-dgx-spark-gb10-128gb-vllm-tp1-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
- mimo-v2-5-nvfp4-dgx-spark-gb10-128gb-vllm-tp1
- model instance id
- lukealonso-mimo-v2-5-nvfp4--nvfp4
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- mimo-v2-5-nvfp4-dgx-spark-gb10-128gb-vllm-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- --model, lukealonso/MiMo-V2.5-NVFP4, --tensor-parallel-size, 1, --host, 0.0.0.0, --port, 8000, --max-model-len, 500000
- 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
- vLLM 0.21.1rc1.dev85+gd87ee1893.d20260518; image ghcr.io/tonyd2wild/mimo-v2.5-tp2-1m-nvfp4kv@sha256:219043cf57a42499ccc514f4de5b96f9e8e401fee47e435ba96ce06c3171f1c8; nvfp4-kv-diffkv mods copied from tonyd2wild/MiMo-V2.5-TP2-1M-NVFP4-KV-2xDGX-Spark commit 50c4ff8c119a2398c9b2016c4b50221014ccf770
serving
- max concurrency
- 1
- max context tokens
- 500,000
- 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
- MiMo DFlash C1 LocalMax-style row from llama-benchy 0.3.7, pp=2048 tg=128 depth=0 c=1 runs=5 on two DGX Spark/GB10 nodes. NVFP4 weights with true NVFP4 KV cache, triton_attn_diffkv backend, Xiaomi DFlash draft num_speculative_tokens=7. The DFlash repo lacked the vendored nvfp4-kv-diffkv runtime mod; the missing patch bundle was copied from Tony's earlier MiMo TP2 NVFP4-KV repo before launch. Server logs confirmed kv_cache_dtype=nvfp4, triton_attn_diffkv, inline-dequant kernel enabled, WMMA decode precompile, and successful smoke generation. Hostnames, usernames, LAN IPs, and raw logs omitted.
- localmaxxing · observed command
- vLLM MiMo DFlash TP=2 container, max_model_len=500000, gpu_memory_utilization=0.83, max_num_seqs=6, max_num_batched_tokens=4096, NVFP4 weights, NVFP4 KV cache, triton_attn_diffkv, DFlash speculative decoding num_speculative_tokens=7, NCCL_PROTO=LL, NCCL_MAX_NCHANNELS=2
- localmaxxing · run id
- cmr8n6yos00euqr01kqotgbyj
- localmaxxing · tokenized · arguments
- vLLM, MiMo, DFlash, TP=2, container,, max_model_len=500000,, gpu_memory_utilization=0.83,, max_num_seqs=6,, max_num_batched_tokens=4096,, NVFP4, weights,, NVFP4, KV, cache,, triton_attn_diffkv,, DFlash, speculative, decoding, num_speculative_tokens=7,, NCCL_PROTO=LL,, NCCL_MAX_NCHANNELS=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/cmr8n6yos00euqr01kqotgbyj ↗ |