Recipe
deepseek-v4-flash-0731-ud-q4-k-xl-rtx-3090-24gb-llama-cpp-tp7
deepseek-v4-flash-0731-ud-q4-k-xl-rtx-3090-24gb-llama-cpp-tp7Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Accelerators
- 7
- Tensor parallel
- 7
- Context tokens
- 262,144
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/unsloth/DeepSeek-V4-Flash-0731-GGUF- Repository
- unsloth/DeepSeek-V4-Flash-0731-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--modelDeepSeek-V4-Flash-0731-UD-Q4_K_XL-00001-of-00005.gguf--aliasdeepseek-v4-flash-0731-ud-q4-k-xl--host0.0.0.0--port18081--ctx-size262144--parallel1--deviceCUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5,CUDA6--split-modelayer--tensor-split7,6,6,6,6,6,7--n-gpu-layersall--n-cpu-moe1--flash-attnon--cache-type-kq8_0--cache-type-vq8_0--batch-size256--ubatch-size256--threads24--threads-batch48--temp1.0--top-p0.95--cache-prompt--cache-ram2048--reasoningon--reasoning-formatdeepseek--jinja
| Flag | Value |
|---|---|
--model | DeepSeek-V4-Flash-0731-UD-Q4_K_XL-00001-of-00005.gguf |
--alias | deepseek-v4-flash-0731-ud-q4-k-xl |
--host | 0.0.0.0 |
--port | 18081 |
--ctx-size | 262144 |
--parallel | 1 |
--device | CUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5,CUDA6 |
--split-mode | layer |
--tensor-split | 7,6,6,6,6,6,7 |
--n-gpu-layers | all |
--n-cpu-moe | 1 |
--flash-attn | on |
--cache-type-k | q8_0 |
--cache-type-v | q8_0 |
--batch-size | 256 |
--ubatch-size | 256 |
--threads | 24 |
--threads-batch | 48 |
--temp | 1.0 |
--top-p | 0.95 |
--cache-ram | 2048 |
--reasoning | on |
--reasoning-format | deepseek |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 262,144 | 441.2 | 33.9 | 981.5 | observed | deepseek-v4-flash-0731-ud-q4-k-xl-rtx-3090-24gb-llama-cpp-tp7-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 7
- hardware id
- rtx-3090-24gb
- id
- deepseek-v4-flash-0731-ud-q4-k-xl-rtx-3090-24gb-llama-cpp-tp7
- model instance id
- unsloth-deepseek-v4-flash-0731-gguf--ud-q4-k-xl
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- deepseek-v4-flash-0731-ud-q4-k-xl-rtx-3090-24gb-llama-cpp-tp7-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
serving
- max concurrency
- 1
- max context tokens
- 262,144
- tensor parallel
- 7
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 · observed command
- llama-server --model DeepSeek-V4-Flash-0731-UD-Q4_K_XL-00001-of-00005.gguf --alias deepseek-v4-flash-0731-ud-q4-k-xl --host 0.0.0.0 --port 18081 --ctx-size 262144 --parallel 1 --device CUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5,CUDA6 --split-mode layer --tensor-split 7,6,6,6,6,6,7 --n-gpu-layers all --n-cpu-moe 1 --flash-attn on --cache-type-k q8_0 --cache-type-v q8_0 --batch-size 256 --ubatch-size 256 --threads 24 --threads-batch 48 --temp 1.0 --top-p 0.95 --cache-prompt --cache-ram 2048 --reasoning on --reasoning-format deepseek --jinja
- localmaxxing · run id
- cms9cb8f5008epm01di0avwat
- localmaxxing · tokenized · arguments
- llama-server, --model, DeepSeek-V4-Flash-0731-UD-Q4_K_XL-00001-of-00005.gguf, --alias, deepseek-v4-flash-0731-ud-q4-k-xl, --host, 0.0.0.0, --port, 18081, --ctx-size, 262144, --parallel, 1, --device, CUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5,CUDA6, --split-mode, layer, --tensor-split, 7,6,6,6,6,6,7, --n-gpu-layers, all, --n-cpu-moe, 1, --flash-attn, on, --cache-type-k, q8_0, --cache-type-v, q8_0, --batch-size, 256, --ubatch-size, 256, --threads, 24, --threads-batch, 48, --temp, 1.0, --top-p, 0.95, --cache-prompt, --cache-ram, 2048, --reasoning, on, --reasoning-format, deepseek, --jinja
- 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/cms9cb8f5008epm01di0avwat ↗ |