Recipe

laguna-s-2-1-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp4-4bolsk2a

laguna-s-2-1-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp4-4bolsk2a

Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.

Record

Status
candidate
Source
localmaxxing
Engine
vllm
Engine version
0.26.0
Accelerators
4
Tensor parallel
4
Context tokens
2,048
Max concurrency
64
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/poolside/Laguna-S-2.1
Repository
poolside/Laguna-S-2.1
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

Source
https://www.localmaxxing.com/en/runs/cms0cmhvq0032s2014bolsk2a

Observed source tokens

Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.

  1. vllm
  2. serve
  3. poolside/Laguna-S-2.1
  4. --tensor-parallel-size
  5. 4
  6. --gpu-memory-utilization
  7. 0.9
  8. --max-num-seqs
  9. 64
  10. --enable-prefix-caching
FlagValue
--tensor-parallel-size4
--gpu-memory-utilization0.9
--max-num-seqs64

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
2,04810,729.7126.650observedlaguna-s-2-1-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp4-4bolsk2a-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
laguna-s-2-1-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp4-4bolsk2a
model instance id
poolside-laguna-s-2-1--bf16
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
laguna-s-2-1-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp4-4bolsk2a-sweep
status
candidate

capabilities

draft launch

accelerator backend
nvidia
arguments
serve, --model, poolside/Laguna-S-2.1, --tensor-parallel-size, 4, --host, 0.0.0.0, --port, 8000, --max-model-len, 2048
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 onlytarget
No/root/.cache/huggingface

engine

name
vllm
version
0.26.0

serving

max concurrency
64
max context tokens
2,048
tensor parallel
4
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
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
2026-08-30T09:10:02Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
engine.version · provenance · captured at
2026-08-31T23:38:26Z
engine.version · reason copied-from-synthesized-image-provenance
engine.version · state known
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
serving.max concurrency · provenance · captured at
2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-derived-from-source-evidence
serving.max concurrency · state known

metadata

localmaxxing · backend
cuda
localmaxxing · batch size
1
localmaxxing · hardware label
RTX PRO 6000 Blackwell
localmaxxing · observed command
vllm serve poolside/Laguna-S-2.1 --tensor-parallel-size 4 --gpu-memory-utilization 0.9 --max-num-seqs 64 --enable-prefix-caching
localmaxxing · run id
cms0cmhvq0032s2014bolsk2a
localmaxxing · tokenized · arguments
vllm, serve, poolside/Laguna-S-2.1, --tensor-parallel-size, 4, --gpu-memory-utilization, 0.9, --max-num-seqs, 64, --enable-prefix-caching
localmaxxing · tokenized · fidelity
faithful

provenance

captured at
2026-08-30T09:10:02Z

sources

captured atkindurl
2026-08-30T09:10:02Znormalized-recipewww.localmaxxing.com/en/runs/cms0cmhvq0032s2014bolsk2a