Recipe
nvidia-nemotron-3-nano-4b-fp8-q4-k-m-rtx-5070-12gb-llama-cpp-tp1
nvidia-nemotron-3-nano-4b-fp8-q4-k-m-rtx-5070-12gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- b10449 (0d9ceae1e38291035605613ab41a8f5e693d6fcd)
- 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/NVIDIA-Nemotron-3-Nano-4B-GGUF- Repository
- nvidia/NVIDIA-Nemotron-3-Nano-4B-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-mNVIDIA-Nemotron3-Nano-4B-Q4_K_M.gguf-ngl999-c32768-np1--fitoff-faon--temp0--top-p0.95-b2048-ub512--jinja--reasoning-formatdeepseek--chat-template-kwargs{enable_thinking:false}
| Flag | Value |
|---|---|
-m | NVIDIA-Nemotron3-Nano-4B-Q4_K_M.gguf |
-ngl | 999 |
-c | 32768 |
-np | 1 |
--fit | off |
-fa | on |
--temp | 0 |
--top-p | 0.95 |
-b | 2048 |
-ub | 512 |
--reasoning-format | deepseek |
--chat-template-kwargs | {enable_thinking: |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 32,768 | 5,377.5 | 185.8 | 125.1 | observed | nvidia-nemotron-3-nano-4b-fp8-q4-k-m-rtx-5070-12gb-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
- rtx-5070-12gb
- id
- nvidia-nemotron-3-nano-4b-fp8-q4-k-m-rtx-5070-12gb-llama-cpp-tp1
- model instance id
- nvidia-nvidia-nemotron-3-nano-4b-gguf--q4-k-m
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- nvidia-nemotron-3-nano-4b-fp8-q4-k-m-rtx-5070-12gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, nvidia/NVIDIA-Nemotron-3-Nano-4B-GGUF:Q4_K_M, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 32768
- 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
- b10449 (0d9ceae1e38291035605613ab41a8f5e693d6fcd)
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 5070
- localmaxxing · notes
- WumboLabs WLEP corrective single-slot confirmation (2026-08-25). Explicit parallel=1 (--np 1), --fit off, one slot with full 32768 context, all layers on GPU. 2 warmups + 5 measured reps, unique prompts per rep (cache-safe), finish=length on all reps; mean of 5 reported. Desktop shares GPU. Reasoning-off baseline profile. Corrects prior auto-parallel submission (default -np resolved to 4 slots); supersedes those measurements in WumboLabs evidence.
- localmaxxing · observed command
- llama-server -m NVIDIA-Nemotron3-Nano-4B-Q4_K_M.gguf -ngl 999 -c 32768 -np 1 --fit off -fa on --temp 0 --top-p 0.95 -b 2048 -ub 512 --jinja --reasoning-format deepseek --chat-template-kwargs {"enable_thinking": false}
- localmaxxing · run id
- cmt86gy1j000eli01ca3cwwn0
- localmaxxing · tokenized · arguments
- llama-server, -m, NVIDIA-Nemotron3-Nano-4B-Q4_K_M.gguf, -ngl, 999, -c, 32768, -np, 1, --fit, off, -fa, on, --temp, 0, --top-p, 0.95, -b, 2048, -ub, 512, --jinja, --reasoning-format, deepseek, --chat-template-kwargs, {enable_thinking:, false}
- 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/cmt86gy1j000eli01ca3cwwn0 ↗ |