PredActor Artifacts

Official evaluation artifacts for PredActor, a predictive action diffusion controller for steerable Unitree G1 locomotion.

This repository contains only the two learned artifacts required by the public MuJoCo evaluation path. Source code and robot assets live in the PredActor code repository; datasets, experiment outputs, deployment bundles, and additional checkpoints are not included here.

Repository layout

PredActor_Artifacts/
β”œβ”€β”€ README.md
β”œβ”€β”€ SHA256SUMS
β”œβ”€β”€ checkpoints/
β”‚   β”œβ”€β”€ predactor/
β”‚   β”‚   └── pdp051/
β”‚   β”‚       └── latest.ckpt
β”‚   └── motionclip/
β”‚       └── g1-model-xyz-clip/
β”‚           └── checkpoint_0100.pth.tar
└── dataset/
    └── README.md

dataset/ is reserved for future public datasets and currently contains no dataset payloads.

Artifact Size SHA-256
PredActor PDP051 policy 49,212,894 bytes 2d963b32786f2989c6472726df9fcfe6b385590127e12e1f549a4b7d77488b2e
G1 MotionCLIP encoder 542,749,069 bytes 66a127df4958b346089b2020f2705c7456d9db0ee8b4bd9518608b708b35fc3c

SHA256SUMS provides the same identities in a format accepted by sha256sum --check.

Download

From a clone of the PredActor code repository:

python -m pip install huggingface_hub pyyaml
python scripts/hf_artifacts.py download

The default destination is a sibling PredActor_Artifacts/ directory, keeping learned weights outside the Git checkout. To choose another location:

python scripts/hf_artifacts.py --local-root /absolute/artifact/path download

The downloader verifies byte size and SHA-256 before reporting success.

Evaluation

Pass the downloaded paths to PredActor/predactor_eval.py together with the hashes above. The evaluator intentionally refuses learned weights stored inside the source checkout.

Scope and terms

These checkpoints are provided for research evaluation. The repository uses license: other because the artifacts and their transitive components do not share one standalone license grant. Users are responsible for complying with the terms of the PredActor source, MotionCLIP/OpenAI CLIP dependencies, Unitree assets, and any applicable third-party software.

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