Instructions to use lerobot/being_h05_base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use lerobot/being_h05_base with LeRobot:
- Notebooks
- Google Colab
- Kaggle
| license: apache-2.0 | |
| library_name: lerobot | |
| pipeline_tag: robotics | |
| tags: | |
| - lerobot | |
| - robotics | |
| - vision-language-action | |
| - being-h05 | |
| base_model: BeingBeyond/Being-H05-2B | |
| # Being-H0.5 Base — LeRobot conversion | |
| This is a deterministic LeRobot-format conversion of | |
| [`BeingBeyond/Being-H05-2B`](https://huggingface.co/BeingBeyond/Being-H05-2B). | |
| It contains the policy configuration, serialized preprocessor and | |
| postprocessor pipelines, tokenizer, conversion report, and safetensors | |
| weights. | |
| ## Revisions | |
| - Author source: `ab1204954cb5e68f0bc52a376982e962c763bbbe` | |
| - Source checkpoint: `bb31ffcf7d67a8d5ec82d715d5e1678581ef6374` | |
| - LeRobot integration: `27152836dab56f5e6b1cecd3fa62f45bbd4e274d` | |
| ## Validation | |
| - 990 source tensors mapped to 1,086 native-layout tensors | |
| - Native LeRobot policy using Transformers Qwen3 primitives and | |
| `InternVLVisionModel` | |
| - 0 missing, unexpected, duplicate, or shape-mismatched tensors | |
| - Strict offline save/reload passed | |
| - Strict native-policy reload on an RTX 5090 passed | |
| - SHA-256: `aa0bebd77092dfe9e53afec8e0b25e07f3b9175c45bc795e3851dad1dedff530` | |
| - Author-vs-LeRobot fixed-noise flow velocity/loss and sampled action at batch | |
| sizes 1 and 2: maximum and p99 absolute error `0` | |
| The checkpoint preserves Being-H0.5's fixed semantic 200D state/action slots, | |
| validity masks, three-camera processing, raw task string, and four-step | |
| flow-matching sampler. It consumes the named state and action fields from the | |
| released model contract; an environment-specific vector adapter is not | |
| included. | |
| ## Usage | |
| Install LeRobot with the Being-H0.5 extra: | |
| ```bash | |
| pip install -e ".[being_h05]" | |
| ``` | |
| No author-source checkout or `PYTHONPATH` change is required. Load the | |
| checkpoint as a standard LeRobot policy: | |
| ```bash | |
| lerobot-eval --policy.path=lerobot/being_h05_base | |
| ``` | |