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api_version: harbor-hf/v1alpha1
kind: Experiment
metadata:
name: shellbench-qwen-hardware
labels:
purpose: serving-comparison
benchmark:
dataset: harbor/shellbench@1.0
dataset_digest: sha256:0000000000000000000000000000000000000000000000000000000000000000
task_names:
- "*"
task_digests:
replace-with-resolved-task-name: sha256:0000000000000000000000000000000000000000000000000000000000000000
matrix:
models:
- id: qwen36-nvfp4
repo: nvidia/Qwen3.6-35B-A3B-NVFP4
revision: 0123456789abcdef0123456789abcdef01234567
weights:
format: safetensors
quantization:
method: modelopt
scheme: nvfp4
deployments:
- id: rtx-pro-6000
hardware: rtx-pro-6000
accelerator_count: 1
region: aws-us-east-1
engine:
name: vllm
image: ghcr.io/example/vllm@sha256:0000000000000000000000000000000000000000000000000000000000000000
arguments:
- --model
- /repository
- --max-model-len
- "65536"
- --kv-cache-dtype
- fp8
environment:
VLLM_USE_FLASHINFER_MOE_FP4: "1"
secret_names:
- HF_TOKEN
parameters:
min_replicas: 0
max_replicas: 1
- id: h200
hardware: h200
accelerator_count: 1
region: aws-us-east-1
engine:
name: vllm
image: ghcr.io/example/vllm@sha256:0000000000000000000000000000000000000000000000000000000000000000
arguments:
- --model
- /repository
- --max-model-len
- "65536"
- --kv-cache-dtype
- fp8
secret_names:
- HF_TOKEN
agents:
- id: openclaw
name: openclaw
revision: 2026.7.2
revision_kind: package
parameters:
thinking: "off"
compaction: true
execution:
attempts: 1
concurrent_trials: 8
timeout_seconds: 7200
artifacts:
bucket: example/benchmark-runs
trial_evidence:
workspace_root: /app
workspace_max_nodes: 100000
workspace_max_file_bytes: 536870912
workspace_max_total_bytes: 2147483648
workspace_max_archive_bytes: 2147483648
workspace_capture_timeout_seconds: 300
judge_max_request_bytes: 33554432
judge_max_response_bytes: 33554432
judge_timeout_seconds: 300
judge_max_calls_per_execution: 4
publishing:
dataset: example/shellbench-results
dataset_visibility: public
index_dataset: example/benchmark-run-index
index_dataset_visibility: public
evaluation_id: shellbench-qwen-hardware
role: final