Local AI Registry

Recipe

inkling-small-iq4-xs-rtx-3090-24gb-llama-cpp-tp6

inkling-small-iq4-xs-rtx-3090-24gb-llama-cpp-tp6
JSON APIFind compatible recipes

Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.

Record

Status
candidate
Source
localmaxxing
Engine
llama.cpp
Engine version
inkling-exp
Accelerators
6
Tensor parallel
6
Context tokens
262,144
Max concurrency
1
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/unsloth/Inkling-Small-GGUF
Repository
unsloth/Inkling-Small-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

Source
https://www.localmaxxing.com/en/runs/cms90mh5r0045pm01lf9n6cre

Observed source tokens

Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.

  1. llama-server
  2. --model
  3. /mnt/nvme/models/unsloth/Inkling-Small-GGUF/UD-IQ4_XS/Inkling-Small-UD-IQ4_XS-00001-of-00004.gguf
  4. --alias
  5. inkling-small-ud-iq4-xs
  6. --host
  7. 0.0.0.0
  8. --port
  9. 18081
  10. --ctx-size
  11. 262144
  12. --parallel
  13. 1
  14. --device
  15. CUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5
  16. --split-mode
  17. layer
  18. --tensor-split
  19. 8,7,7,7,7,7
  20. --n-gpu-layers
  21. all
  22. --flash-attn
  23. on
  24. --cache-type-k
  25. f16
  26. --cache-type-v
  27. f16
  28. --batch-size
  29. 2048
  30. --ubatch-size
  31. 8
  32. --threads
  33. 24
  34. --threads-batch
  35. 48
  36. --temp
  37. 1.0
  38. --top-p
  39. 1.0
  40. --min-p
  41. 0.0
  42. --cache-prompt
  43. --metrics
  44. --jinja
  45. --slots
FlagValue
--model/mnt/nvme/models/unsloth/Inkling-Small-GGUF/UD-IQ4_XS/Inkling-Small-UD-IQ4_XS-00001-of-00004.gguf
--aliasinkling-small-ud-iq4-xs
--host0.0.0.0
--port18081
--ctx-size262144
--parallel1
--deviceCUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5
--split-modelayer
--tensor-split8,7,7,7,7,7
--n-gpu-layersall
--flash-attnon
--cache-type-kf16
--cache-type-vf16
--batch-size2048
--ubatch-size8
--threads24
--threads-batch48
--temp1.0
--top-p1.0
--min-p0.0

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
1262,144148.147.42,478.4observedinkling-small-iq4-xs-rtx-3090-24gb-llama-cpp-tp6-sweep

Remaining fields

Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.

hardware count
6
hardware id
rtx-3090-24gb
id
inkling-small-iq4-xs-rtx-3090-24gb-llama-cpp-tp6
model instance id
unsloth-inkling-small-gguf--iq4-xs
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
inkling-small-iq4-xs-rtx-3090-24gb-llama-cpp-tp6-sweep
status
candidate

capabilities

engine

name
llama.cpp
version
inkling-exp

serving

max concurrency
1
max context tokens
262,144
tensor parallel
6
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
serving.max concurrency · provenance · captured at
2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-derived-from-source-evidence
serving.max concurrency · state known

metadata

localmaxxing · backend
cuda
localmaxxing · batch size
1
localmaxxing · hardware label
RTX 3090
localmaxxing · observed command
llama-server --model /mnt/nvme/models/unsloth/Inkling-Small-GGUF/UD-IQ4_XS/Inkling-Small-UD-IQ4_XS-00001-of-00004.gguf --alias inkling-small-ud-iq4-xs --host 0.0.0.0 --port 18081 --ctx-size 262144 --parallel 1 --device CUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5 --split-mode layer --tensor-split 8,7,7,7,7,7 --n-gpu-layers all --flash-attn on --cache-type-k f16 --cache-type-v f16 --batch-size 2048 --ubatch-size 8 --threads 24 --threads-batch 48 --temp 1.0 --top-p 1.0 --min-p 0.0 --cache-prompt --metrics --jinja --slots
localmaxxing · run id
cms90mh5r0045pm01lf9n6cre
localmaxxing · tokenized · arguments
llama-server, --model, /mnt/nvme/models/unsloth/Inkling-Small-GGUF/UD-IQ4_XS/Inkling-Small-UD-IQ4_XS-00001-of-00004.gguf, --alias, inkling-small-ud-iq4-xs, --host, 0.0.0.0, --port, 18081, --ctx-size, 262144, --parallel, 1, --device, CUDA0,CUDA1,CUDA2,CUDA3,CUDA4,CUDA5, --split-mode, layer, --tensor-split, 8,7,7,7,7,7, --n-gpu-layers, all, --flash-attn, on, --cache-type-k, f16, --cache-type-v, f16, --batch-size, 2048, --ubatch-size, 8, --threads, 24, --threads-batch, 48, --temp, 1.0, --top-p, 1.0, --min-p, 0.0, --cache-prompt, --metrics, --jinja, --slots
localmaxxing · tokenized · fidelity
faithful

provenance

captured at
2026-08-30T09:10:02Z

sources

captured atkindurl
2026-08-30T09:10:02Znormalized-recipewww.localmaxxing.com/en/runs/cms90mh5r0045pm01lf9n6cre ↗