Instructions to use pravsels/molmoact2_block_stack_norm_fix with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use pravsels/molmoact2_block_stack_norm_fix with LeRobot:
- Notebooks
- Google Colab
- Kaggle
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Browse files
README.md
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---
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library_name: lerobot
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tags:
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- molmoact2
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- robotics
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- lerobot
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- vla
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base_model: allenai/MolmoAct2
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---
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# molmoact2_block_stack_norm_fix
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Fine-tuned [MolmoAct2](https://huggingface.co/allenai/MolmoAct2) (action-expert-only) on SO101 data, with SO101 gripper normalization fix.
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|---|---|
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| **Base model** | [allenai/MolmoAct2](https://huggingface.co/allenai/MolmoAct2) |
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| **Dataset** | [villekuosmanen/armnetbench_block_stack](https://huggingface.co/datasets/villekuosmanen/armnetbench_block_stack) |
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| **Task** | `block_stack` |
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| **Action dim** | 6 (single-arm) |
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| **Cameras** | `top`, `wrist`, `front` |
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| **Normalization** | MEAN_STD (action + state + gripper), IDENTITY (visual) |
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| **Training** | Isambard GH200, batch 64, bf16, gradient checkpointing |
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| **W&B project** | [molmoact2_block_stack](https://wandb.ai/pravsels/molmoact2_block_stack) |
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| **W&B run** | [eqx1ihxu](https://wandb.ai/pravsels/molmoact2_block_stack/runs/eqx1ihxu) |
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## Checkpoints
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| Step | Path |
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|------|------|
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| 002000 | `checkpoints/002000/pretrained_model/` |
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The latest step (`002000`) is also copied to the **repository root** for direct loading.
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## Usage
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```python
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from lerobot.policies.molmoact2.modeling_molmoact2 import MolmoAct2Policy
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policy = MolmoAct2Policy.from_pretrained("pravsels/molmoact2_block_stack_norm_fix")
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```
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