Recipe
deepseek-v4-flash-0731-ud-iq4-xs-rtx-3090-24gb-llama-cpp-tp7
deepseek-v4-flash-0731-ud-iq4-xs-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
- Engine version
- b10270-071327508
- 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.
/home/thread/src/llama.cpp-dsv4-iq4-dspark-0713275/build-cuda-sm86/bin/llama-server--model/mnt/nvme/models/unsloth/DeepSeek-V4-Flash-0731-GGUF/UD-IQ4_XS/DeepSeek-V4-Flash-0731-UD-IQ4_XS-00001-of-00004.gguf--model-draft/mnt/nvme/models/unsloth/DeepSeek-V4-Flash-0731-GGUF/dspark/dspark-DeepSeek-V4-Flash-0731-Q8_0.gguf--aliasdeepseek-v4-flash-0731-iq4-xs-dspark--host0.0.0.0--port18081--deviceCUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5,CUDA6--split-modelayer--fiton--fit-target4000--fit-ctx262144--spec-typedraft-dspark--spec-draft-n-max3--jinja--temp1.0--parallel1--no-mmap--batch-size2048--ubatch-size512--cache-type-kf16--cache-type-vf16--top-p1.0--min-p0.0--flash-attnon--no-warmup--cache-prompt--cache-ram2048--cache-idle-slots--slots--metrics--no-webui
| Flag | Value |
|---|---|
--model | /mnt/nvme/models/unsloth/DeepSeek-V4-Flash-0731-GGUF/UD-IQ4_XS/DeepSeek-V4-Flash-0731-UD-IQ4_XS-00001-of-00004.gguf |
--model-draft | /mnt/nvme/models/unsloth/DeepSeek-V4-Flash-0731-GGUF/dspark/dspark-DeepSeek-V4-Flash-0731-Q8_0.gguf |
--alias | deepseek-v4-flash-0731-iq4-xs-dspark |
--host | 0.0.0.0 |
--port | 18081 |
--device | CUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5,CUDA6 |
--split-mode | layer |
--fit | on |
--fit-target | 4000 |
--fit-ctx | 262144 |
--spec-type | draft-dspark |
--spec-draft-n-max | 3 |
--temp | 1.0 |
--parallel | 1 |
--batch-size | 2048 |
--ubatch-size | 512 |
--cache-type-k | f16 |
--cache-type-v | f16 |
--top-p | 1.0 |
--min-p | 0.0 |
--flash-attn | on |
--cache-ram | 2048 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 262,144 | 413.1 | 50.8 | 849.8 | observed | deepseek-v4-flash-0731-ud-iq4-xs-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-iq4-xs-rtx-3090-24gb-llama-cpp-tp7
- model instance id
- unsloth-deepseek-v4-flash-0731-gguf--ud-iq4-xs
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- deepseek-v4-flash-0731-ud-iq4-xs-rtx-3090-24gb-llama-cpp-tp7-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
- version
- b10270-071327508
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 · notes
- 6 valid measured runs in two 3-run batches, each after 2 warmups; fixed standard prompt; temperature 0; streaming. Server prefix cache enabled, but cache_prompt=false per request; cached_tokens=0/cache_n=0 verified each run. tokSOut=median llama.cpp predicted tok/s; tokSPrefill=promptTokens/client TTFT; tokSTotal=outputTokens/client end-to-end time; power=median per-GPU mean during requests. DSpark Q8_0 speculative draft, n_max=3. Temp-zero output hash stable. Reliability caveat: an initial fourth consecutive 512-token run crashed llama.cpp in ggml_cuda_mul_mat_cublas with CUBLAS_STATUS_INVALID_VALUE; systemd recovered it. The final six samples used one planned clean restart between the two 3-run batches to avoid a repeat.
- localmaxxing · run id
- cmshcu8v301fqpp01htchp8sl
- 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/cmshcu8v301fqpp01htchp8sl ↗ |