Instructions to use q2p/microduck-beak-throw with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Microduck
How to use q2p/microduck-beak-throw with Microduck:
# Replace SLOT with the slot specified in the model card (walk, stand, sitstand, ground_pick, kick_left, kick_right, roulade). sudo robotctl policy load SLOT q2p/microduck-beak-throw
- Notebooks
- Google Colab
- Kaggle
Download docs/VALIDATION.txt from q2p/microduck-beak-throw: direct link, hf CLI and curl.
- Browser
- Download file 1.77 kB
-
https://huggingface.co/q2p/microduck-beak-throw/resolve/main/docs/VALIDATION.txt
- Command line
-
hf download hf://q2p/microduck-beak-throw/docs/VALIDATION.txt
-
curl -L -o VALIDATION.txt https://huggingface.co/q2p/microduck-beak-throw/resolve/main/docs/VALIDATION.txt
1.77 kB
| MICRODUCK BEAK THROW V1 — SOFTWARE VALIDATION | |
| Date: 2026-09-01 | |
| POLICY AND ARTIFACT VALIDATION | |
| - beak_throw.onnx: obs[1,61] -> actions[1,14], float tensors. | |
| - alpha_stand.onnx: obs[1,61] -> actions[1,14], float tensors. | |
| - METADATA.json parsed successfully. | |
| - beak_liner_lower_reference.stl: watertight, one component, 1664.0 mm^3. | |
| - beak_liner_upper_reference.stl: watertight, one component, 2438.0 mm^3. | |
| - git diff --check passed for the runtime and handoff bundle. | |
| - microduck-runtime.patch passed `git apply --check --reverse` against the | |
| modified checkout based on commit 590b986bd8c0d50ae02cb3ea2f59c463b6828168. | |
| - microduck-runtime.patch also passed a forward `git apply --check` against a | |
| fresh archive of that exact base commit. | |
| RUNTIME TESTS | |
| - duck-control: 60 passed. | |
| - duck-ipc-proto: 49 passed. | |
| - robotctl: 138 passed, 3 ignored visual/manual probes. | |
| - robotd: 98 unit tests passed. | |
| - robotd updater-gate integration: 7 passed. | |
| - robotd-params: 25 passed. | |
| - xtask every_policy_in_the_repo_is_packaged: 1 passed. | |
| The updater-gate integration tests require temporary Unix sockets. Their first | |
| sandboxed invocation was blocked by the sandbox with `Operation not permitted`; | |
| the exact integration target was rerun with socket permission and passed 7/7. | |
| SIMULATOR VALIDATION | |
| - See ACCEPTANCE.txt for the 50-episode randomized throw-to-stand evaluation. | |
| - Dynamic clamped behavior: 50/50 valid releases, landings, forward-carry | |
| thresholds, lateral thresholds, and recoveries. | |
| - Strict raw-output gate: 0/50 because the policy requested targets beyond an | |
| anatomical limit before the mandatory runtime clamp. | |
| This validation supports a supervised empty-beak-first experiment. It does not | |
| certify the motion as safe on unmeasured physical hardware. | |