microsoft/winml-cli

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Accelerate Model Deployment on WinML

Stars: 40
Forks: 11
Open beginner issues: 0
Indexed issues: 195
Avg merge: 1d 8h
Merged PRs (30d): 50

Dominant language: Python
License: MIT
Last GitHub push: Sep 20, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue

Beginner friendly Everything

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195 issues indexed so far

Handle LUID selection on the evaluator loaders that return before this block Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

microsoft/winml-cli#1413 · Opened Sep 11, 2026
Fix e2e regressions in HF export mask handling for QNN path Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

microsoft/winml-cli#1385 · Opened Sep 1, 2026
Fix e2e regressions in HF export mask handling for QNN path Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

microsoft/winml-cli#1383 · 1 comment · Opened Sep 1, 2026
Error: Op-tracing not available for EP 'OpenVINOExecutionProvider' on device 'npu'. Supported EPs: qnn. Open

microsoft/winml-cli#1376 · 6 comments · 1 assignee · Opened Aug 31, 2026
WinML CLI does not detect OpenVINO Execution Provider on an Intel system Open

microsoft/winml-cli#1373 · 2 comments · 1 assignee · Opened Aug 28, 2026
optrace: handle multiple ep context nodes in qnn detail mode Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

microsoft/winml-cli#1367 · Opened Aug 27, 2026
Document how to use sideloaded execution providers Open

documentation

Difficulty 4/5 3-5 days Newbie friendliness 70/100

microsoft/winml-cli#1363 · Opened Aug 26, 2026
optrace: include cpu op result (from onnxruntime.json) into the final result Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

microsoft/winml-cli#1362 · Opened Aug 26, 2026
Add exact FP16 node exclusions and bounded strict-type validation Open

Difficulty 5/5 Over a week Newbie friendliness 32/100

microsoft/winml-cli#1353 · Opened Aug 24, 2026
bug: run_eval leaves large MIGraphX .mxr caches in the repository root Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

microsoft/winml-cli#1300 · Opened Aug 10, 2026
Order-dependent perf CLI test misses Transformers warning in full commands partition Open

Difficulty 3/5 1-2 days Newbie friendliness 64/100

microsoft/winml-cli#1297 · Opened Aug 10, 2026
Clarify evaluation loaders and unify composite model loading Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

microsoft/winml-cli#1294 · Opened Aug 7, 2026
MIGraphX catalog EP requests API 27 but ORT 1.24 only supports API 24 Open

bug dependencies GPU need triage P1

Difficulty 4/5 3-5 days Newbie friendliness 42/100

microsoft/winml-cli#1283 · 1 comment · Opened Aug 5, 2026
Honor cache controls for GenAI runtime compilation Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

microsoft/winml-cli#1275 · Opened Aug 4, 2026
VitisAI EP leaks original-info-signature.txt / original-model-signature.txt into the working directory Open

bug NPU P2 quality triaged

microsoft/winml-cli#1250 · 1 comment · 1 assignee · Opened Jul 29, 2026
跟踪: fix unknow pattern case Open

P2 static-analyzer triaged

microsoft/winml-cli#1236 · 1 comment · 1 assignee · Opened Jul 28, 2026
winml perf: post-result Windows 0xC0000005 in Microsoft.Windows.AI.MachineLearning.dll teardown Open

bug P1 quality triaged

microsoft/winml-cli#1233 · 1 comment · 1 assignee · Opened Jul 27, 2026
feat(eval): support automatic speech recognition metrics Open

enhancement model / task scale P2 triaged

Difficulty 5/5 Over a week Newbie friendliness 35/100

microsoft/winml-cli#1229 · 1 comment · Opened Jul 27, 2026
VitisAI EP cache is reused across EP/driver version changes, contrary to AMD guidance Open

bug NPU P2 quality triaged

microsoft/winml-cli#1224 · 2 comments · 1 assignee · Opened Jul 27, 2026
Add winml eval support for audio-classification Open

enhancement model-scale-by-skill P2 triaged

microsoft/winml-cli#1175 · 1 comment · 1 assignee · Opened Jul 23, 2026
feat: add dynamo to all commands besides export Open

enhancement P2 triaged

Difficulty 4/5 3-5 days Newbie friendliness 35/100

microsoft/winml-cli#1161 · 1 comment · Opened Jul 21, 2026
Add inpainting evaluator, dataset schema, and canonical metric Open

enhancement P2 triaged

microsoft/winml-cli#1158 · 1 comment · 1 assignee · Opened Jul 21, 2026
Flaky e2e eval on Windows: `ort_fusion`/`save_onnx` fails with WinError 32 on shared system TEMP Open

bug P2 quality triaged

microsoft/winml-cli#1157 · 1 comment · 1 assignee · Opened Jul 21, 2026
Add zero-shot object detection schema and evaluator to winml eval Open

enhancement P2 triaged

microsoft/winml-cli#1147 · 1 comment · 1 assignee · Opened Jul 20, 2026
Add end-to-end document-question-answering inference and eval contract Open

enhancement model / task scale P2 triaged

microsoft/winml-cli#1132 · 2 comments · 1 assignee · Opened Jul 19, 2026
e2e eval harness silently ignores `*_fp32_config.json` recipes (fp32 not in KNOWN_PRECISIONS) — affects #1084, #1093 Open

bug P1 triaged

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

microsoft/winml-cli#1097 · 1 comment · Opened Jul 13, 2026
Add a config-level reproduction recipe for the Qwen3 genai bundle under examples/recipes/ Open

enhancement P2 triaged

microsoft/winml-cli#1091 · 1 comment · 1 assignee · Opened Jul 10, 2026
bug: when build qwen, it optimization twice, it will crash Open

bug P2 quality triaged

microsoft/winml-cli#1077 · 1 comment · 1 assignee · Opened Jul 8, 2026
feat: export: input-specs, shape-config etc. should support json raw string input Open

enhancement P2 triaged

microsoft/winml-cli#1073 · 1 comment · 1 assignee · Opened Jul 8, 2026
feature: for AutoModel Qwen, prefill and generation could share weight Open

enhancement P2 triaged

microsoft/winml-cli#1056 · 2 comments · 1 assignee · Opened Jul 6, 2026
feature: GenerationConfig should not override genai_config value by default Open

enhancement P2 triaged

microsoft/winml-cli#1053 · 1 comment · 1 assignee · Opened Jul 6, 2026
[Tracking] Generate and validate op_check_results for 15 ov_cpu patterns (match/target) Open

enhancement P2 static-analyzer triaged

microsoft/winml-cli#1049 · 1 comment · 1 assignee · Opened Jul 6, 2026
perf: DVFS/thermal-aware stable measurement (`--stable`) + run-context capture for cross-run comparability Open

enhancement P2 triaged

microsoft/winml-cli#1045 · 1 comment · 1 assignee · Opened Jul 3, 2026
feat: simulate real workload scenario like cpu%, memory left etc for perf Open

enhancement P2 triaged

microsoft/winml-cli#1044 · 1 comment · 1 assignee · Opened Jul 3, 2026
feat: record system hardware information, cpu usage % together with result Open

enhancement P2 triaged

Difficulty 4/5 3-5 days Newbie friendliness 35/100

microsoft/winml-cli#1043 · 1 comment · Opened Jul 3, 2026
feat: config composite model then build each should preserve composite key for loadding back Open

enhancement P2 triaged

microsoft/winml-cli#1041 · 1 comment · 1 assignee · Opened Jul 3, 2026
feat: when exporting / building composite model as a folder output, we should have a file to know it is built by winml cli Open

enhancement P2 triaged

microsoft/winml-cli#1038 · 1 comment · 1 assignee · Opened Jul 3, 2026
feat: perf: support built model folder, multiple files for composite model Open

enhancement P2 triaged

microsoft/winml-cli#1035 · 1 comment · 2 assignees · Opened Jul 3, 2026
feat: perf supports ry style LLM Open

enhancement P2 triaged

microsoft/winml-cli#1028 · 1 comment · 2 assignees · Opened Jul 2, 2026
feat: detected need EP from genai_config.json so we could fail gracefully when not supported Open

enhancement P2 triaged

microsoft/winml-cli#1027 · 1 comment · 1 assignee · Opened Jul 2, 2026
feat: add auto into --runtime or alike to auto select best suitable runtime Open

enhancement P2 triaged

Difficulty 3/5 1-2 days Newbie friendliness 45/100

microsoft/winml-cli#1024 · 2 comments · Opened Jul 2, 2026
refactor: clean up backward compatibility codes since we are not GA Open

enhancement P2 refactor triaged

microsoft/winml-cli#1022 · 1 comment · 1 assignee · Opened Jul 2, 2026
refactor: unify usages of CACHE_KEY_BUILD_CONTROLS = ("skip_optimize", "hack_max_optim_iterations") Open

enhancement P2 refactor triaged

microsoft/winml-cli#1016 · 1 comment · 1 assignee · Opened Jul 1, 2026
feat: optimize / analyzer: Composite model could have default ep / device for each sub model Open

enhancement P2 triaged

microsoft/winml-cli#1013 · 1 comment · 1 assignee · Opened Jul 1, 2026
feat: quantize: Composite model should have default precision for each sub model Open

enhancement P2 triaged

microsoft/winml-cli#1012 · 1 comment · 1 assignee · Opened Jul 1, 2026
refactor: parameters / flags that use literal should be changed to enum / type Open

enhancement P2 refactor triaged

microsoft/winml-cli#1003 · 1 comment · 1 assignee · Opened Jun 30, 2026
UI: for command flags, should --verbose / -v or -d / --device ? Open

enhancement P2 question triaged

microsoft/winml-cli#1001 · 1 comment · 1 assignee · Opened Jun 30, 2026
refactor: perf: pre-check op_tracing flag before going all PerfBenchmark Open

enhancement P2 refactor triaged

microsoft/winml-cli#999 · 1 comment · 1 assignee · Opened Jun 30, 2026
chore: unify all help messages for same flags if possible Open

dev experience enhancement P2 refactor triaged

microsoft/winml-cli#991 · 1 comment · 2 assignees · Opened Jun 29, 2026
Clean up unreferenced / orphaned modules in src/winml/modelkit Open

enhancement P2 refactor triaged

microsoft/winml-cli#989 · 1 comment · 1 assignee · Opened Jun 26, 2026

microsoft/winml-cli

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