Recipe
deepseek-v4-flash-0731-ud-iq1-s-rtx-5090-32gb-llama-cpp-tp1
deepseek-v4-flash-0731-ud-iq1-s-rtx-5090-32gb-llama-cpp-tp1Observed 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
- 2,048
- 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-IQ1_S-00001-of-00003.gguf--ctx-size65536--n-gpu-layers999--n-cpu-moe34--cache-type-kq8_0--cache-type-vq8_0--flash-attnon--jinja--threads8
| Flag | Value |
|---|---|
--model | DeepSeek-V4-Flash-0731-UD-IQ1_S-00001-of-00003.gguf |
--ctx-size | 65536 |
--n-gpu-layers | 999 |
--n-cpu-moe | 34 |
--cache-type-k | q8_0 |
--cache-type-v | q8_0 |
--flash-attn | on |
--threads | 8 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 2,048 | 107.1 | 18 | 233.4 | observed | deepseek-v4-flash-0731-ud-iq1-s-rtx-5090-32gb-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-5090-32gb
- id
- deepseek-v4-flash-0731-ud-iq1-s-rtx-5090-32gb-llama-cpp-tp1
- model instance id
- unsloth-deepseek-v4-flash-0731-gguf--ud-iq1-s
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- deepseek-v4-flash-0731-ud-iq1-s-rtx-5090-32gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, unsloth/DeepSeek-V4-Flash-0731-GGUF, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 2048
- 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
- 2,048
- 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 5090
- localmaxxing · notes
- llama-server with the 77 GB UD-IQ1_S (unsloth dynamic 1-bit) shards, --n-gpu-layers 999 but 34 of 43 MoE layers' experts held in system RAM (--n-cpu-moe 34), all dense/attention weights on GPU. Long-context configuration: 65,536-token context with the KV cache quantized to 8-bit on both keys and values (--cache-type-k/v q8_0) — the KV savings pay for doubled context rather than extra GPU expert layers. Flash attention on, 8 CPU threads, greedy decode (temp 1.0/top-p 1.0 measured at temperature 0 via the benchmark client). Decode is bound by CPU-side expert streaming through DDR5, not the GPU.
- localmaxxing · observed command
- llama-server --model DeepSeek-V4-Flash-0731-UD-IQ1_S-00001-of-00003.gguf --ctx-size 65536 --n-gpu-layers 999 --n-cpu-moe 34 --cache-type-k q8_0 --cache-type-v q8_0 --flash-attn on --jinja --threads 8
- localmaxxing · run id
- cmt04563z0ehpms01an9c50gz
- localmaxxing · tokenized · arguments
- llama-server, --model, DeepSeek-V4-Flash-0731-UD-IQ1_S-00001-of-00003.gguf, --ctx-size, 65536, --n-gpu-layers, 999, --n-cpu-moe, 34, --cache-type-k, q8_0, --cache-type-v, q8_0, --flash-attn, on, --jinja, --threads, 8
- 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/cmt04563z0ehpms01an9c50gz ↗ |