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441101d
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Parent(s):
Release checkpoints + model card
Browse files- .gitattributes +35 -0
- README.md +36 -0
- peva/nymeria_peva.pth.tar +3 -0
- waypoint_policy/ema_9.pth +3 -0
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README.md
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---
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license: mit
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library_name: pytorch
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tags:
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- robotics
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- navigation
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- world-model
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- diffusion-policy
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- nymeria
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---
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# Lifting Embodied World Models for Planning and Control — checkpoints
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Pretrained checkpoints for **[Lifting Embodied World Models for Planning and Control](https://www.alexn.wang/lwm/)**.
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- **Code:** https://github.com/alexnwang/lifted-world-model
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- **Paper:** https://arxiv.org/abs/2604.26182
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- This repo also contains a checkpoint for [PEVA](https://dannytran123.github.io/PEVA/).
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## Contents
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| Path | What it is |
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|---|---|
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| `waypoint_policy/ema_9.pth` | Diffusion waypoint policy weights (Nymeria, `goal_type: draw`). The architecture is read from the in-repo `config/waypoint_policy.yaml`. |
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| `peva/nymeria_peva.pth.tar` | PEVA video world model (Nymeria) used by the CEM planner. |
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## Usage
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See the [repo README](https://github.com/alexnwang/lifted-world-model) for full setup. In brief:
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```bash
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python plan_cem.py \
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--model_dir <DOWNLOAD>/waypoint_policy \
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--peva_checkpoint <DOWNLOAD>/peva/nymeria_peva.pth.tar \
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--data_folder <NYMERIA_DATA_ROOT>
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```
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peva/nymeria_peva.pth.tar
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version https://git-lfs.github.com/spec/v1
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oid sha256:9fbb83cb89692fc0eaa118dc66516a53bf10e62765140fc6bba499a8aa4b184d
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size 15623932640
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waypoint_policy/ema_9.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:df5baf8df7b306684b86e8ef23fbaef484b97a42bd23992527fd70f71ad4cbcb
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size 234152711
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