Recipe
mimo-v2-5-q4-k-m-gguf-dgx-spark-gb10-128gb-llama-cpp-tp1
mimo-v2-5-q4-k-m-gguf-dgx-spark-gb10-128gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- 1e5ad35-2026-05-10-built-from-master
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 1,000,000
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/bartowski/MiMo-V2.5-GGUF- Repository
- bartowski/MiMo-V2.5-GGUF
- 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
llama.cpp
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.
llama-server-mMiMo-V2.5-Q4_K_M-00001-of-00005.gguf--host0.0.0.0--port10000--ctx-size1000000-np4--n-gpu-layers999--rpc192.168.101.1:50052--threads8--threads-batch8-fa1--batch-size2048--ubatch-size512
| Flag | Value |
|---|---|
-m | MiMo-V2.5-Q4_K_M-00001-of-00005.gguf |
--host | 0.0.0.0 |
--port | 10000 |
--ctx-size | 1000000 |
-np | 4 |
--n-gpu-layers | 999 |
--rpc | 192.168.101.1:50052 |
--threads | 8 |
--threads-batch | 8 |
-fa | 1 |
--batch-size | 2048 |
--ubatch-size | 512 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 1,000,000 | — | 16.1 | 606 | observed | mimo-v2-5-q4-k-m-gguf-dgx-spark-gb10-128gb-llama-cpp-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-q4-k-m-gguf-dgx-spark-gb10-128gb-llama-cpp-tp1
- model instance id
- bartowski-mimo-v2-5-gguf--q4-k-m-gguf
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- mimo-v2-5-q4-k-m-gguf-dgx-spark-gb10-128gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, bartowski/MiMo-V2.5-GGUF, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 1000000
- container port
- 8,080
- environment · LLAMA CACHE
- /root/.cache/huggingface
- host port
- 8,080
- image
- ghcr.io/ggml-org/llama.cpp:server-cuda12-b10481@sha256:b2497f8834f5ecb4e38530f6bf2734b8e0be107f0f0857e259672d1cb85b71c2
- ipc
- host
- kind
- docker
- shm size
- 16g
- synthesized · generated at
- 2026-08-31T22:12:17Z
- synthesized · image provenance
- gemma-4-12b-q4-k-m-rtx-3060-12gb-llama-cpp-tp1
- synthesized · template
- llama-cpp-server-v1
mounts
| read only | target |
|---|---|
| No | /root/.cache/huggingface |
engine
- name
- llama.cpp
- version
- 1e5ad35-2026-05-10-built-from-master
serving
- max concurrency
- 1
- max context tokens
- 1,000,000
- 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 · hardware label
- GB10 Grace Blackwell
- localmaxxing · notes
- MiMo V2.5 (309.77B params, 51 layers, MoE) Q4_K_M GGUF on dual NVIDIA DGX Spark cluster via llama.cpp RPC backend. tokSOut=16.08 t/s median c=1 (5 runs max_tokens=256, mean 16.4, stdev 0.91). Aggregate at c=4 concurrent ~32 t/s (8.15 per stream). TTFR 606ms median. Context 1M (5x what M2.7 supports on same cluster). Built from ggml-org/llama.cpp master commit 1e5ad35 with GGML_RPC=ON GGML_CUDA=ON sm_121a target. Includes PR 22493 (model arch May 7) + PR 22812 (FA kernels May 9). Layer split: 50/52 layers offloaded, CUDA0 80.6 GiB on Spark 2 + RPC0 98.3 GiB on Spark 1 over QSFP56 200G. AesSedai vision branch not used (text-only).
- localmaxxing · observed command
- llama-server -m MiMo-V2.5-Q4_K_M-00001-of-00005.gguf --host 0.0.0.0 --port 10000 --ctx-size 1000000 -np 4 --n-gpu-layers 999 --rpc 192.168.101.1:50052 --threads 8 --threads-batch 8 -fa 1 --batch-size 2048 --ubatch-size 512
- localmaxxing · run id
- cmozdo5940030q201948atk3q
- localmaxxing · tokenized · arguments
- llama-server, -m, MiMo-V2.5-Q4_K_M-00001-of-00005.gguf, --host, 0.0.0.0, --port, 10000, --ctx-size, 1000000, -np, 4, --n-gpu-layers, 999, --rpc, 192.168.101.1:50052, --threads, 8, --threads-batch, 8, -fa, 1, --batch-size, 2048, --ubatch-size, 512
- 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/cmozdo5940030q201948atk3q ↗ |