Recipe
ornith-1-0-9b-mlx-4bit-apple-m4-16gb-mlx-tp1
ornith-1-0-9b-mlx-4bit-apple-m4-16gb-mlx-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- mlx
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 4,096
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/mlx-community/Ornith-1.0-9B-4bit- Repository
- mlx-community/Ornith-1.0-9B-4bit
- 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
mlx
Evidence only · candidate · reference
Candidate evidence — not a Run contract
No tokenized launch fields. This is measured or documented compatibility, not a Docker launch.
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 4,096 | 26.5 | 20.4 | 1,287.9 | observed | ornith-1-0-9b-mlx-4bit-apple-m4-16gb-mlx-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
- apple-m4-16gb
- id
- ornith-1-0-9b-mlx-4bit-apple-m4-16gb-mlx-tp1
- model instance id
- mlx-community-ornith-1-0-9b-4bit--mlx-4bit
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- ornith-1-0-9b-mlx-4bit-apple-m4-16gb-mlx-tp1-sweep
- status
- candidate
capabilities
engine
- name
- mlx
serving
- max concurrency
- 1
- max context tokens
- 4,096
- 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 · hardware label
- M4 M4
- localmaxxing · notes
- cha0tikmini quant hunt (2026-07-16), one of four candidates tested. Live default: beat both Prism ML Bonsai-27B builds (2.93, 2.47) on a 15-scenario domain-expert quality suite despite being a third their size (Ornith scored 3.00/5). Receipt: github.com/randomchaos7800-hub/model-eval/blob/master/results/domain-suite-mini-quant-hunt-20260716.md
- localmaxxing · run id
- cmrpx3tjb05m7lg01mbcklknz
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/cmrpx3tjb05m7lg01mbcklknz ↗ |