Recipe
ternary-bonsai-8b-unpacked-2bit-ternary-apple-max-128gb-mlx-tp1
ternary-bonsai-8b-unpacked-2bit-ternary-apple-max-128gb-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
- 2,048
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/prism-ml/Ternary-Bonsai-8B-mlx-2bit- Repository
- prism-ml/Ternary-Bonsai-8B-mlx-2bit
- 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 | 2,048 | 1,100 | 135 | 250 | observed | ternary-bonsai-8b-unpacked-2bit-ternary-apple-max-128gb-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-max-128gb
- id
- ternary-bonsai-8b-unpacked-2bit-ternary-apple-max-128gb-mlx-tp1
- model instance id
- prism-ml-ternary-bonsai-8b-mlx-2bit--2bit-ternary
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- ternary-bonsai-8b-unpacked-2bit-ternary-apple-max-128gb-mlx-tp1-sweep
- status
- candidate
capabilities
engine
- name
- mlx
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 · hardware label
- M4 Max
- localmaxxing · notes
- Manual decode bench: 125-135 tok/s steady (peak 135), sustained 4k generation at 124 tok/s with no degradation. Prefill 1.1k tok/s for long contexts. TTFT 150-360 ms. Long-context 16k: ~13.5s prefill then 125 tok/s decode. Ternary 2-bit MLX quant via mlx_vlm.server. vera-eval: B grade 1244.5/1580.
- localmaxxing · run id
- cmoqtxiun000gky047ofznawj
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/cmoqtxiun000gky047ofznawj ↗ |