Recipe
ornith-1-0-35b-gguf-q4-k-m-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1
ornith-1-0-35b-gguf-q4-k-m-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- v1 (6f4f53f)
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 524,288
- Max concurrency
- 4,096
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/ornith-ai/Ornith-1.0-35B-GGUF- Repository
- ornith-ai/Ornith-1.0-35B-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.exe-m\models\deepreinforce-ai\Ornith-1.0-35B-GGUF\ornith-1.0-35b-Q4_K_M.gguf--port8889--aliasENGINE_2-lv4--fiton--fit-ctx524288--metrics--cache-type-kbf16--cache-type-vbf16--ctx-size524288--batch-size4096--ubatch-size512--parallel8--no-mmap--cont-batching
| Flag | Value |
|---|---|
-m | \models\deepreinforce-ai\Ornith-1.0-35B-GGUF\ornith-1.0-35b-Q4_K_M.gguf |
--port | 8889 |
--alias | ENGINE_2 |
-lv | 4 |
--fit | on |
--fit-ctx | 524288 |
--cache-type-k | bf16 |
--cache-type-v | bf16 |
--ctx-size | 524288 |
--batch-size | 4096 |
--ubatch-size | 512 |
--parallel | 8 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 4096 | 524,288 | 8,996 | 309.7 | 14.5 | observed | ornith-1-0-35b-gguf-q4-k-m-rtx-pro-6000-blackwell-96gb-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-pro-6000-blackwell-96gb
- id
- ornith-1-0-35b-gguf-q4-k-m-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1
- model instance id
- ornith-ai-ornith-1-0-35b-gguf--q4-k-m
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- ornith-1-0-35b-gguf-q4-k-m-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, ornith-ai/Ornith-1.0-35B-GGUF:Q4_K_M, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 524288
- 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
- version
- v1 (6f4f53f)
serving
- max concurrency
- 4,096
- max context tokens
- 524,288
- 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 PRO 6000 Blackwell
- localmaxxing · notes
- In app Internal CUDA 13.3 build
- localmaxxing · observed command
- llama-server.exe -m \models\deepreinforce-ai\Ornith-1.0-35B-GGUF\ornith-1.0-35b-Q4_K_M.gguf --port 8889 --alias ENGINE_2 -lv 4 --fit on --fit-ctx 524288 --metrics --cache-type-k bf16 --cache-type-v bf16 --ctx-size 524288 --batch-size 4096 --ubatch-size 512 --parallel 8 --no-mmap --cont-batching
- localmaxxing · run id
- cmr1yd2vf01mvld01nao0pepu
- localmaxxing · tokenized · arguments
- llama-server.exe, -m, \models\deepreinforce-ai\Ornith-1.0-35B-GGUF\ornith-1.0-35b-Q4_K_M.gguf, --port, 8889, --alias, ENGINE_2, -lv, 4, --fit, on, --fit-ctx, 524288, --metrics, --cache-type-k, bf16, --cache-type-v, bf16, --ctx-size, 524288, --batch-size, 4096, --ubatch-size, 512, --parallel, 8, --no-mmap, --cont-batching
- 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/cmr1yd2vf01mvld01nao0pepu ↗ |