Recipe
llama-3-1-8b-instruct-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp1
llama-3-1-8b-instruct-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- 0.26.0
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 32,768
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/nvidia/Llama-3.1-8B-Instruct-FP8- Repository
- nvidia/Llama-3.1-8B-Instruct-FP8
- 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.
vllmservenvidia/Llama-3.1-8B-Instruct-FP8--host127.0.0.1--port8000--served-model-namenvidia/Llama-3.1-8B-Instruct-FP8--trust-remote-code--generation-configvllm--max-model-len32768--gpu-memory-utilization0.90--max-num-batched-tokens8192--max-num-seqs4
| Flag | Value |
|---|---|
--host | 127.0.0.1 |
--port | 8000 |
--served-model-name | nvidia/Llama-3.1-8B-Instruct-FP8 |
--generation-config | vllm |
--max-model-len | 32768 |
--gpu-memory-utilization | 0.90 |
--max-num-batched-tokens | 8192 |
--max-num-seqs | 4 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 32,768 | — | 158.1 | — | observed | llama-3-1-8b-instruct-fp8-rtx-pro-6000-blackwell-96gb-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
- rtx-pro-6000-blackwell-96gb
- id
- llama-3-1-8b-instruct-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp1
- model instance id
- nvidia-llama-3-1-8b-instruct-fp8--fp8
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- llama-3-1-8b-instruct-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- --model, nvidia/Llama-3.1-8B-Instruct-FP8, --tensor-parallel-size, 1, --host, 0.0.0.0, --port, 8000, --max-model-len, 32768
- 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
- 0.26.0
serving
- max concurrency
- 1
- max context tokens
- 32,768
- tensor parallel
- 1
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 · notes
- Coding benchmark on RTX PRO 6000 Blackwell 96 GB. Prompt: benchmark-promptv1.md. Single request, 512 max output tokens, cold server request. Request wall time: 3239 ms. tokSOut and tokSTotal are client wall-time rates; TTFT, prefill throughput, peak VRAM, and power were not sampled.
- localmaxxing · observed command
- vllm serve nvidia/Llama-3.1-8B-Instruct-FP8 \ --host 127.0.0.1 --port 8000 \ --served-model-name nvidia/Llama-3.1-8B-Instruct-FP8 \ --trust-remote-code --generation-config vllm \ --max-model-len 32768 --gpu-memory-utilization 0.90 \ --max-num-batched-tokens 8192 --max-num-seqs 4
- localmaxxing · run id
- cmsoxtuma00ftmp01axh5avuw
- localmaxxing · tokenized · arguments
- vllm, serve, nvidia/Llama-3.1-8B-Instruct-FP8, --host, 127.0.0.1, --port, 8000, --served-model-name, nvidia/Llama-3.1-8B-Instruct-FP8, --trust-remote-code, --generation-config, vllm, --max-model-len, 32768, --gpu-memory-utilization, 0.90, --max-num-batched-tokens, 8192, --max-num-seqs, 4
- 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/cmsoxtuma00ftmp01axh5avuw ↗ |