microsoft/winml-cli

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Accelerate Model Deployment on WinML

Stars: 40
Forks: 11
Open beginner issues: 2
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 open issues indexed

Bug: test_reshape_openvino_npu_quick hangs in EPChecker.check_compile (env/driver issue, not code regression) Open

bug hardware P2 static-analyzer triaged

microsoft/winml-cli#419 · 2 comments · 2 assignees · Opened Apr 29, 2026
Lift derived `head_dim` into a shared NormalizedConfig base class Open

P2 refactor triaged

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

microsoft/winml-cli#401 · Opened Apr 27, 2026
Refactor: extract common CLI options into shared decorators Open

P2 refactor triaged

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

microsoft/winml-cli#369 · Opened Apr 20, 2026
Deduplicate per-opset-version data in static analyzer rules Open

feature scale P2 refactor static-analyzer triaged

microsoft/winml-cli#351 · 1 assignee · Opened Apr 15, 2026
feat: add built-in model support for YOLO Open

model / task scale P2 triaged

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

microsoft/winml-cli#323 · Opened Apr 13, 2026
SA: Coverage report investigation — OV NPU (2026-04-03) Open

P2 static-analyzer triaged

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

microsoft/winml-cli#309 · Opened Apr 9, 2026
SA: Coverage report investigation — QNN NPU (2026-04-01) Open

P2 static-analyzer triaged

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

microsoft/winml-cli#308 · Opened Apr 9, 2026
SA: Unknown dynamic op check Open

P2 static-analyzer triaged

microsoft/winml-cli#307 · 1 assignee · Opened Apr 9, 2026
SA: QDQ dynamic input support — all EPs (low priority) Open

EP scale P2 QDQ static-analyzer triaged

Difficulty 5/5 Over a week Newbie friendliness 42/100

microsoft/winml-cli#306 · Opened Apr 9, 2026
SA: Dynamic input support — AMD NPU (VitisAI) Open

EP scale NPU P2 static-analyzer triaged

microsoft/winml-cli#305 · 1 assignee · Opened Apr 9, 2026
SA: Dynamic input support — Intel CPU (OpenVINO) Open

EP scale P2 static-analyzer triaged

microsoft/winml-cli#304 · 1 assignee · Opened Apr 9, 2026
SA: Dynamic input support — Intel GPU (OpenVINO) Open

EP scale GPU P2 static-analyzer triaged

microsoft/winml-cli#303 · 1 assignee · Opened Apr 9, 2026
SA: Dynamic input support — Intel NPU (OpenVINO) Open

EP scale NPU P2 static-analyzer triaged

microsoft/winml-cli#302 · 1 assignee · Opened Apr 9, 2026
SA: Dynamic input support — QNN Adreno GPU Open

EP scale GPU P2 static-analyzer triaged

microsoft/winml-cli#301 · 1 assignee · Opened Apr 9, 2026
[Task] question-answering EP coverage investigation Open

model / task scale P2 triaged

microsoft/winml-cli#300 · 1 assignee · Opened Apr 9, 2026
[Task] image-to-text EP coverage investigation Open

model / task scale P2 triaged

microsoft/winml-cli#299 · 2 comments · 1 assignee · Opened Apr 9, 2026
[Task] image-classification EP coverage investigation Open

model / task scale P2 triaged

microsoft/winml-cli#298 · 1 assignee · Opened Apr 9, 2026
[Task] sentence-similarity EP coverage investigation Open

model / task scale P2 triaged

microsoft/winml-cli#297 · 1 assignee · Opened Apr 9, 2026
[Task] object-detection EP coverage investigation Open

model / task scale P2 triaged

microsoft/winml-cli#296 · 1 assignee · Opened Apr 9, 2026
[Task] zero-shot-image-classification EP coverage investigation Open

model / task scale P2 triaged

microsoft/winml-cli#295 · 1 comment · 1 assignee · Opened Apr 9, 2026
[Task] audio-to-audio (vocoder) model support Open

model / task scale P2 triaged

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

microsoft/winml-cli#294 · Opened Apr 9, 2026
[Task] tabular-classification model support Open

model / task scale P2 triaged

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

microsoft/winml-cli#293 · Opened Apr 9, 2026
[Task] text-to-3d model support Open

model / task scale P2 triaged

Difficulty 5/5 Over a week Newbie friendliness 42/100

microsoft/winml-cli#292 · Opened Apr 9, 2026
[Task] image-to-3d model support Open

model / task scale P2 triaged

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

microsoft/winml-cli#291 · Opened Apr 9, 2026
[Task] text-ranking model support Open

model / task scale P2 triaged

Difficulty 5/5 Over a week Newbie friendliness 38/100

microsoft/winml-cli#290 · 1 comment · Opened Apr 9, 2026
[Task] speaker-embedding model support Open

model / task scale P2 triaged

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

microsoft/winml-cli#288 · 1 comment · Opened Apr 9, 2026
[Task] speaker-diarization model support Open

model / task scale P2 triaged

Difficulty 5/5 Over a week Newbie friendliness 45/100

microsoft/winml-cli#287 · 1 comment · Opened Apr 9, 2026
[Task] image-feature-extraction (point matching) model support Open

model / task scale P2 triaged

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

microsoft/winml-cli#285 · Opened Apr 9, 2026
[Task] keypoint-detection model support Open

model / task scale P2 triaged

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

microsoft/winml-cli#284 · Opened Apr 9, 2026
onnx 1.21.0 upgrade: fix IR version 13 incompatibility with onnxruntime Open

bug dependencies infrastructure triaged

microsoft/winml-cli#245 · 3 comments · 1 reaction · 2 assignees · Opened Apr 3, 2026
Fix CodeQL warning: __init__ calls overridden method prepare_pipeline Open

bug P2 quality triaged

microsoft/winml-cli#239 · 1 comment · 1 assignee · Opened Apr 2, 2026
open question: should RTR pattern matcher report high-dim patterns that fail to merge, and let the rewriter signal failure? Open

graph-optimizer P2 static-analyzer to followup / verify triaged

microsoft/winml-cli#180 · 1 assignee · Opened Mar 31, 2026
P0-REL-D: Documentation — README, CONTRIBUTING, CHANGELOG, User Guide, CLI Reference Open

documentation P1 release triaged

microsoft/winml-cli#167 · 2 assignees · Opened Mar 31, 2026
P1-TEST-003: ISV Model Analysis Report Validation Open

P1 testing triaged

microsoft/winml-cli#163 · 1 assignee · Opened Mar 31, 2026
P1-INFRA-007: Doc Parser — Intel (OpenVINO) & AMD Support Open

infrastructure P1 static-analyzer triaged

microsoft/winml-cli#162 · 1 assignee · Opened Mar 31, 2026
P1-INFRA-006: Static Analyzer — Commutative Op Matching Open

infrastructure P1 static-analyzer triaged

microsoft/winml-cli#161 · 1 assignee · Opened Mar 31, 2026
P1-FEATURE-013: Profiling Integration — IHV Tools (QC / Intel / AMD) Open

feature scale hardware P1 triaged

microsoft/winml-cli#158 · 2 assignees · Opened Mar 31, 2026
P1-FEATURE-011: Optimization Report — Graph Change Verbose Output Open

dev experience feature scale graph-optimizer P1 triaged

microsoft/winml-cli#157 · 1 assignee · Opened Mar 31, 2026
P1-FEATURE-010: Build Report — Stage-by-Stage Build Summary Open

dev experience feature scale P1 triaged

microsoft/winml-cli#156 · 1 assignee · Opened Mar 31, 2026
P1-FEATURE-007: Graph Optimizer — QLinear * Rewrite Open

feature scale graph-optimizer P1 QDQ triaged

microsoft/winml-cli#154 · 1 assignee · Opened Mar 31, 2026
P1-FEATURE-DEBUG-001: Debug Command — Interactive Mode (experimental) Open

feature scale P1 triaged

microsoft/winml-cli#153 · 1 assignee · Opened Mar 31, 2026
P1-FEATURE-GGUF: GGUF Format — Load & Convert to ONNX Open

dev experience feature scale P1 QDQ triaged

microsoft/winml-cli#152 · 1 comment · 1 assignee · Opened Mar 31, 2026
P1-MODEL-003: 20 ISV Models — Architecture Analysis Report Open

model / task scale P1 triaged

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

microsoft/winml-cli#149 · Opened Mar 31, 2026
P1-EP-AMD-GPU: AMD GPU (MIGraphX) — Best-effort Op Coverage Open

EP scale GPU P1 triaged

microsoft/winml-cli#147 · 1 comment · 1 assignee · Opened Mar 31, 2026
internlm2 + phi4mm / visual-question-answering: all models pass wmk perf Open

model / task scale P2 triaged

Difficulty 3/5 1-2 days Newbie friendliness 68/100

microsoft/winml-cli#140 · Opened Mar 31, 2026
bert / fill-mask + feature-extraction + document-question-answering: all models pass wmk perf Open

model / task scale P2 triaged

microsoft/winml-cli#139 · 1 assignee · Opened Mar 31, 2026
dinov2 / image-feature-extraction: all models pass wmk perf Open

model / task scale P2 triaged

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

microsoft/winml-cli#138 · Opened Mar 31, 2026
siglip_vision_model / image-feature-extraction: all models pass wmk perf Open

model / task scale P2 triaged

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

microsoft/winml-cli#137 · Opened Mar 31, 2026
siglip / zero-shot-image-classification: all models pass wmk perf Open

model / task scale P2 triaged

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

microsoft/winml-cli#136 · Opened Mar 31, 2026
layoutlm + layoutlmv3 / document-question-answering: all models pass wmk perf Open

model / task scale P2 triaged

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

microsoft/winml-cli#134 · Opened Mar 31, 2026

microsoft/winml-cli

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