Local AI Registry

Recipe

ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1

ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1
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
9fee29e9435f + neural.download twelve-feature patch 7b9204f8f446; oneAPI 2026.1.1
Accelerators
1
Tensor parallel
1
Context tokens
8,192
Max concurrency
1
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B-GGUF
Repository
ornith-ai/Ornith-1.5-35B-A3B-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/cmt9m8gvg00yeli01ylok5hfn

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. -m
  3. Ornith-1.5-35B-Q4_K_M.gguf
  4. --reasoning
  5. off
  6. -c
  7. 8192
  8. -ctk
  9. f16
  10. -ctv
  11. f16
  12. --device
  13. SYCL0
  14. -ngl
  15. 99
  16. -fa
  17. auto
  18. --parallel
  19. 1
  20. --cache-ram
  21. 0
  22. --ctx-checkpoints
  23. 0
  24. --fit
  25. off
FlagValue
-mOrnith-1.5-35B-Q4_K_M.gguf
--reasoningoff
-c8192
-ctkf16
-ctvf16
--deviceSYCL0
-ngl99
-faauto
--parallel1
--cache-ram0
--ctx-checkpoints0
--fitoff

Environment

VariableValue
GGML_SYCL_ENABLE_GRAPH0
GGML_SYCL_FUSED_MOE_ADD_REDUCE1
GGML_SYCL_FUSED_ORNITH_ALPHA_GATE1
GGML_SYCL_FUSED_ORNITH_CONCAT_STATE1
GGML_SYCL_FUSED_ORNITH_CONCAT_STATE_DIRECT1
GGML_SYCL_FUSED_ORNITH_CONV_SILU1
GGML_SYCL_FUSED_ORNITH_GDN_RMS_GATE1
GGML_SYCL_FUSED_ORNITH_GDN_STATE_IO1
GGML_SYCL_FUSED_ORNITH_MOE_GATE_RESIDUAL_RMS1
GGML_SYCL_FUSED_ORNITH_MOE_GATE_UP1
GGML_SYCL_FUSED_ORNITH_MOE_SHARED_RESIDUAL_RMS1
GGML_SYCL_FUSED_ORNITH_QK_NORM_ROPE1
GGML_SYCL_FUSED_RESIDUAL_RMS_NORM1
UR_L0_V2_FORCE_DISABLE_COPY_OFFLOAD1

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
18,192—131.5153.2observedornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-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
intel-arc-pro-b70-32gb
id
ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1
model instance id
ornith-ai-ornith-1-5-35b-a3b-gguf--q4-k-m
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep
status
candidate

capabilities

engine

name
llama.cpp
version
9fee29e9435f + neural.download twelve-feature patch 7b9204f8f446; oneAPI 2026.1.1

serving

max concurrency
1
max context tokens
8,192
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
xpu
localmaxxing · hardware label
Intel Arc Pro B70
localmaxxing · notes
Ornith 1.5 35B-A3B Q4_K_M target-only on one Intel Arc Pro B70. Mean of two fresh-server conventional 99-interval suite medians: 130.451371 and 132.469090 tok/s; every prompt was unique, cache_prompt=false, and cached_tokens=0. The neural.download twelve-feature SYCL stack removes 780 launches/token while preserving the validated rounded FP32 boundaries. Exact patches, build, model hash, depth curves, and commands: https://neural.download/models/ornith-15-35b-a3b-q4km-b70.html and https://github.com/steveseguin/b70-optimization-lab/tree/main/repro/ornith-15-35b-a3b-q4km-b70. MoE uses about 3B active parameters per token.
localmaxxing · observed command
UR_L0_V2_FORCE_DISABLE_COPY_OFFLOAD=1 GGML_SYCL_ENABLE_GRAPH=0 GGML_SYCL_FUSED_MOE_ADD_REDUCE=1 GGML_SYCL_FUSED_ORNITH_CONV_SILU=1 GGML_SYCL_FUSED_RESIDUAL_RMS_NORM=1 GGML_SYCL_FUSED_ORNITH_CONCAT_STATE=1 GGML_SYCL_FUSED_ORNITH_CONCAT_STATE_DIRECT=1 GGML_SYCL_FUSED_ORNITH_ALPHA_GATE=1 GGML_SYCL_FUSED_ORNITH_MOE_GATE_UP=1 GGML_SYCL_FUSED_ORNITH_MOE_SHARED_RESIDUAL_RMS=1 GGML_SYCL_FUSED_ORNITH_GDN_RMS_GATE=1 GGML_SYCL_FUSED_ORNITH_GDN_STATE_IO=1 GGML_SYCL_FUSED_ORNITH_QK_NORM_ROPE=1 GGML_SYCL_FUSED_ORNITH_MOE_GATE_RESIDUAL_RMS=1 llama-server -m Ornith-1.5-35B-Q4_K_M.gguf --reasoning off -c 8192 -ctk f16 -ctv f16 --device SYCL0 -ngl 99 -fa auto --parallel 1 --cache-ram 0 --ctx-checkpoints 0 --fit off
localmaxxing · run id
cmt9m8gvg00yeli01ylok5hfn
localmaxxing · tokenized · arguments
llama-server, -m, Ornith-1.5-35B-Q4_K_M.gguf, --reasoning, off, -c, 8192, -ctk, f16, -ctv, f16, --device, SYCL0, -ngl, 99, -fa, auto, --parallel, 1, --cache-ram, 0, --ctx-checkpoints, 0, --fit, off
localmaxxing · tokenized · environment · GGML SYCL ENABLE GRAPH
0
localmaxxing · tokenized · environment · GGML SYCL FUSED MOE ADD REDUCE
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH ALPHA GATE
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH CONCAT STATE
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH CONCAT STATE DIRECT
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH CONV SILU
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH GDN RMS GATE
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH GDN STATE IO
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH MOE GATE RESIDUAL RMS
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH MOE GATE UP
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH MOE SHARED RESIDUAL RMS
1
localmaxxing · tokenized · environment · GGML SYCL FUSED ORNITH QK NORM ROPE
1
localmaxxing · tokenized · environment · GGML SYCL FUSED RESIDUAL RMS NORM
1
localmaxxing · tokenized · environment · UR L0 V2 FORCE DISABLE COPY OFFLOAD
1
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/cmt9m8gvg00yeli01ylok5hfn ↗