Add model card
Browse files
README.md
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
tags:
|
| 4 |
+
- robotics
|
| 5 |
+
- vla
|
| 6 |
+
- vision-language-action
|
| 7 |
+
- pi-05
|
| 8 |
+
- nut_thread
|
| 9 |
+
- sim
|
| 10 |
+
pipeline_tag: robotics
|
| 11 |
+
---
|
| 12 |
+
# FIRe-VLA-PI05-NutThread-Sim
|
| 13 |
+
|
| 14 |
+
<!-- TODO: FIRe project one-line description and paper/code links -->
|
| 15 |
+
|
| 16 |
+
A **PI05** vision-language-action policy fine-tuned for the **Nut threading** contact-rich
|
| 17 |
+
robotic assembly task (**Sim** domain), part of the FIRe model suite.
|
| 18 |
+
|
| 19 |
+
- **Framework:** PI05
|
| 20 |
+
- **Task:** Nut threading (`nut_thread`)
|
| 21 |
+
- **Domain:** Sim
|
| 22 |
+
- **Checkpoint:** inference-ready (9999 steps)
|
| 23 |
+
|
| 24 |
+
## Usage
|
| 25 |
+
|
| 26 |
+
```bash
|
| 27 |
+
# Requires openpi: https://github.com/Physical-Intelligence/openpi
|
| 28 |
+
huggingface-cli download bhe1004/FIRe-VLA-PI05-NutThread-Sim --local-dir ./FIRe-VLA-PI05-NutThread-Sim
|
| 29 |
+
```
|
| 30 |
+
```python
|
| 31 |
+
# Point the openpi trained-policy loader at the downloaded checkpoint dir.
|
| 32 |
+
# The repo holds params/ + assets/ (norm stats); train_state/ was dropped
|
| 33 |
+
# since it is only needed to resume training.
|
| 34 |
+
from openpi.policies import policy_config
|
| 35 |
+
policy = policy_config.create_trained_policy(config, "./FIRe-VLA-PI05-NutThread-Sim")
|
| 36 |
+
```
|
| 37 |
+
|
| 38 |
+
## Related
|
| 39 |
+
- Training data: [`bhe1004/FIRe-VLA-PI05-NutThread-Sim`](https://huggingface.co/datasets/bhe1004/FIRe-VLA-PI05-NutThread-Sim)
|