Recipe
qwen3-5-27b-mq4-radeon-ai-pro-r9700-32gb-hipfire-tp1
qwen3-5-27b-mq4-radeon-ai-pro-r9700-32gb-hipfire-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- hipfire
- Engine version
- 0.2.0+4840f0b6
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 4,096
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/Qwen/Qwen3.5-27B- Repository
- Qwen/Qwen3.5-27B
- 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
hipfire
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.
./target/release/examples/dflash_spec_demo--target~/.hipfire/models/qwen3.5-27b.mq4--draft~/.hipfire/models/qwen35-27b-dflash-mq4.hfq--prompt-filebenchmarks/prompts/merge_sort_thinking_off.txt--max256--temp0.0--no-chatml--kv-modeq8--ctx4096
| Flag | Value |
|---|---|
--target | ~/.hipfire/models/qwen3.5-27b.mq4 |
--draft | ~/.hipfire/models/qwen35-27b-dflash-mq4.hfq |
--prompt-file | benchmarks/prompts/merge_sort_thinking_off.txt |
--max | 256 |
--temp | 0.0 |
--kv-mode | q8 |
--ctx | 4096 |
Environment
| Variable | Value |
|---|---|
HIP_VISIBLE_DEVICES | 0 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| — | 4,096 | 438.5 | 196.2 | 133 | observed | qwen3-5-27b-mq4-radeon-ai-pro-r9700-32gb-hipfire-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
- radeon-ai-pro-r9700-32gb
- id
- qwen3-5-27b-mq4-radeon-ai-pro-r9700-32gb-hipfire-tp1
- model instance id
- qwen-qwen3-5-27b--mq4
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen3-5-27b-mq4-radeon-ai-pro-r9700-32gb-hipfire-tp1-sweep
- status
- candidate
capabilities
engine
- name
- hipfire
- version
- 0.2.0+4840f0b6
serving
- 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
- serving.max concurrency · provenance · captured at
- 2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-not-evidenced
serving.max concurrency · state unknown
metadata
- localmaxxing · backend
- rocm
- localmaxxing · batch size
- 1
- localmaxxing · hardware label
- Radeon AI Pro R9700
- localmaxxing · notes
- hipfire @ 4840f0b6 (master post-sync 2026-05-20) prompt: merge_sort thinking-OFF (md5=253c7ac50857fe6d0e10fb0d2c5e35c0) benchmarks/prompts/merge_sort_thinking_off.txt (27 input tokens) decode mode: DFlash speculative (adaptive block_size, mean B=16) drafter: qwen35-27b-dflash-mq4.hfq (z-lab Qwen3.5-DFlash native head, MQ4 weights) target: qwen3.5-27b.mq4 (MQ4 weights) kv_cache: q8 prompt_normalize: true (default) τ: 13.1818 accept_rate: 0.8788 output: 256 tokens emitted runs: 3 (median reported); per-run tok/s: [196.53, 196.23, 196.09], spread 0.22% AR baseline (same binary same hardware, --ar-baseline): 35.41 tok/s — DFlash speedup 5.54x Hardware: single R9700 (32 GB), ROCm 7.x, hiptrx host (HIP_VISIBLE_DEVICES=0)
- localmaxxing · observed command
- HIP_VISIBLE_DEVICES=0 ./target/release/examples/dflash_spec_demo --target ~/.hipfire/models/qwen3.5-27b.mq4 --draft ~/.hipfire/models/qwen35-27b-dflash-mq4.hfq --prompt-file benchmarks/prompts/merge_sort_thinking_off.txt --max 256 --temp 0.0 --no-chatml --kv-mode q8 --ctx 4096
- localmaxxing · run id
- cmpdzvqpx00sipd01t74sf3wk
- localmaxxing · tokenized · arguments
- ./target/release/examples/dflash_spec_demo, --target, ~/.hipfire/models/qwen3.5-27b.mq4, --draft, ~/.hipfire/models/qwen35-27b-dflash-mq4.hfq, --prompt-file, benchmarks/prompts/merge_sort_thinking_off.txt, --max, 256, --temp, 0.0, --no-chatml, --kv-mode, q8, --ctx, 4096
- localmaxxing · tokenized · environment · HIP VISIBLE DEVICES
- 0
- 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/cmpdzvqpx00sipd01t74sf3wk ↗ |