Recipe
qwen3-6-27b-q2-0-ryzen-ai-max-plus-395-128gb-llama-cpp-tp1
qwen3-6-27b-q2-0-ryzen-ai-max-plus-395-128gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- prism-b9591-62061f9
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 262,144
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/prism-ml/Ternary-Bonsai-27B-gguf- Repository
- prism-ml/Ternary-Bonsai-27B-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
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 | 262,144 | 270.4 | 23.2 | 15,151.2 | observed | qwen3-6-27b-q2-0-ryzen-ai-max-plus-395-128gb-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
- ryzen-ai-max-plus-395-128gb
- id
- qwen3-6-27b-q2-0-ryzen-ai-max-plus-395-128gb-llama-cpp-tp1
- model instance id
- prism-ml-ternary-bonsai-27b-gguf--q2-0
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen3-6-27b-q2-0-ryzen-ai-max-plus-395-128gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
- version
- prism-b9591-62061f9
serving
- max concurrency
- 1
- max context tokens
- 262,144
- 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
- rocm
- localmaxxing · hardware label
- Ryzen AI Max 395
- localmaxxing · notes
- Horizon Strix Halo synthetic llama-bench run using PrismML llama.cpp b9591 commit 62061f910 inside docker.io/kyuz0/amd-strix-halo-toolboxes:rocm-7.2.4. Model prism-ml/Ternary-Bonsai-27B-gguf / Ternary-Bonsai-27B-Q2_0.gguf, SHA256 868c11714cf8fe47f5ec9eeb2be0ab1a337112886f92ee0ede6b855c4fa31757. Flags: -ngl 999 -fa on -mmp 0, n_batch=2048, n_ubatch=512, K/V f16, no DSpark drafter. tokSPrefill is native llama-bench pp4096 r=3 average; samples 268.470/271.476/271.100 tok/s. tokSOut is a separate tg128 r=3 average; samples 23.057/23.143/23.349 tok/s. ttftMs is the average pp4096 prompt-processing wall time, not OpenAI SSE TTFT. tokSTotal combines the separate pp and tg average durations. BIOS UMA=1GB; kernel cmdline includes amd_iommu=off amdgpu.gttsize=126976 ttm.pages_limit=32505856. Raw artifacts: /home/joshua/benchmarks/2026-07-14-bonsai-27b.
- localmaxxing · run id
- cmrllgwnw0z2mmj01fz7c2tng
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/cmrllgwnw0z2mmj01fz7c2tng ↗ |