Recipe
glm-4-5-air-awq-ryzen-ai-max-plus-395-128gb-vllm-tp1
glm-4-5-air-awq-ryzen-ai-max-plus-395-128gb-vllm-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- 0.22.1rc1.dev499+g470229c37
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 32,768
- Max concurrency
- 128
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/zai-org/GLM-4.5-Air- Repository
- zai-org/GLM-4.5-Air
- 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
vllm
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.
vllmserveGLM-4.5-Air-AWQ-4bit--max-model-len32768--max-num-seqs128--gpu-memory-utilization0.85
| Flag | Value |
|---|---|
--max-model-len | 32768 |
--max-num-seqs | 128 |
--gpu-memory-utilization | 0.85 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 96 | 32,768 | — | 1.1 | 4,168.1 | observed | glm-4-5-air-awq-ryzen-ai-max-plus-395-128gb-vllm-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
- glm-4-5-air-awq-ryzen-ai-max-plus-395-128gb-vllm-tp1
- model instance id
- zai-org-glm-4-5-air--awq
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- glm-4-5-air-awq-ryzen-ai-max-plus-395-128gb-vllm-tp1-sweep
- status
- candidate
capabilities
engine
- name
- vllm
- version
- 0.22.1rc1.dev499+g470229c37
serving
- max concurrency
- 128
- max context tokens
- 32,768
- 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-derived-from-source-evidence
serving.max concurrency · state known
metadata
- localmaxxing · backend
- rocm
- localmaxxing · batch size
- 96
- localmaxxing · hardware label
- Ryzen AI Max 395
- localmaxxing · notes
- vLLM (kyuz0/vllm-therock-gfx1151) on Framework Desktop Strix Halo gfx1151, ROCm 7.2.4, single APU 128G unified. GLM-4.5-Air AWQ 4bit, aggregate throughput at concurrency=96, best of 3. Concurrency sweep on this box: 1->6.3, 8->11.2, 16->19.9, 32->26.7, 48->65.3, 64->82.3, 96->101.4 tok/s decode aggregate.
- localmaxxing · observed command
- vllm serve GLM-4.5-Air-AWQ-4bit --max-model-len 32768 --max-num-seqs 128 --gpu-memory-utilization 0.85
- localmaxxing · run id
- cmrhdwzrb00kymj010txqfsul
- localmaxxing · tokenized · arguments
- vllm, serve, GLM-4.5-Air-AWQ-4bit, --max-model-len, 32768, --max-num-seqs, 128, --gpu-memory-utilization, 0.85
- 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/cmrhdwzrb00kymj010txqfsul ↗ |