Recipe
deepseek-r1-distill-qwen-32b-q4-k-m-rtx-3090-24gb-llama-cpp-tp1-4gnp4094
deepseek-r1-distill-qwen-32b-q4-k-m-rtx-3090-24gb-llama-cpp-tp1-4gnp4094Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 512
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF- Repository
- bartowski/DeepSeek-R1-Distill-Qwen-32B-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-bench-mDeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf-p512-n128-ngl999-faon-ctkf16-ctvf16-fitt1024-r5
| Flag | Value |
|---|---|
-m | DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf |
-p | 512 |
-n | 128 |
-ngl | 999 |
-fa | on |
-ctk | f16 |
-ctv | f16 |
-fitt | 1024 |
-r | 5 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 512 | 1,105.4 | 23.3 | — | observed | deepseek-r1-distill-qwen-32b-q4-k-m-rtx-3090-24gb-llama-cpp-tp1-4gnp4094-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-3090-24gb
- id
- deepseek-r1-distill-qwen-32b-q4-k-m-rtx-3090-24gb-llama-cpp-tp1-4gnp4094
- model instance id
- bartowski-deepseek-r1-distill-qwen-32b-gguf--q4-k-m
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- deepseek-r1-distill-qwen-32b-q4-k-m-rtx-3090-24gb-llama-cpp-tp1-4gnp4094-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF:Q4_K_M, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 512
- 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
serving
- max concurrency
- 1
- max context tokens
- 512
- 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 3090
- localmaxxing · notes
- 7900 (homelab), AMD Ryzen 9 7900X (12c/24t, 3.7GHz), 64GB DDR5, RTX 3090 power-limited to 250W, Linux 6.8.0. Single GPU, flash attention ON, fp16 KV cache (auto-detected per model). Benchmarked with llama-bench (-r 5 reps).
- localmaxxing · observed command
- llama-bench -m DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf -p 512 -n 128 -ngl 999 -fa on -ctk f16 -ctv f16 -fitt 1024 -r 5
- localmaxxing · run id
- cmrspv4q006tflg014gnp4094
- localmaxxing · tokenized · arguments
- llama-bench, -m, DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf, -p, 512, -n, 128, -ngl, 999, -fa, on, -ctk, f16, -ctv, f16, -fitt, 1024, -r, 5
- 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/cmrspv4q006tflg014gnp4094 ↗ |