LegrandFrederic commited on
Commit
5739b18
·
verified ·
1 Parent(s): a139e16

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +66 -0
README.md ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ ---
3
+ datasets: mdmolone/ball20251109b
4
+ library_name: phosphobot
5
+ pipeline_tag: robotics
6
+ model_name: smolvla
7
+ tags:
8
+ - phosphobot
9
+ - smolvla
10
+ task_categories:
11
+ - robotics
12
+ ---
13
+
14
+ # smolvla model - 🧪 phosphobot training pipeline
15
+
16
+ - **Dataset**: [mdmolone/ball20251109b](https://huggingface.co/datasets/mdmolone/ball20251109b)
17
+ - **Wandb run id**: None
18
+
19
+
20
+ ## Error Traceback
21
+ We faced an issue while training your model.
22
+
23
+ ```
24
+ Image key 'overhead' not found in the dataset info_model. Please check the image keys in the dataset and pass the appropriate parameter.
25
+ Available image keys: ['observation.images.main', 'observation.images.secondary_0']
26
+ ```
27
+
28
+
29
+ ## Training parameters
30
+
31
+ ```text
32
+ {
33
+ "batch_size": 32,
34
+ "steps": 30000,
35
+ "save_freq": 5000,
36
+ "target_detection_instruction": "red ball, green cup",
37
+ "image_key": "overhead",
38
+ "image_keys_to_keep": [
39
+ "overhead",
40
+ "claw"
41
+ ],
42
+ "learning_rate": 0.0001,
43
+ "weight_decay": 1e-6,
44
+ "grad_clip_norm": 1,
45
+ "chunk_length": 10,
46
+ "action_horizon": 10,
47
+ "augmentations": {
48
+ "color_jitter": 0.1,
49
+ "gaussian_noise": 0.01,
50
+ "random_resized_crop": 0.1,
51
+ "horizontal_flip": false
52
+ },
53
+ "early_stopping": {
54
+ "enabled": true,
55
+ "patience": 10
56
+ },
57
+ "log_interval": 100,
58
+ "action_smoothing": true,
59
+ "multi_camera": true,
60
+ "mixed_precision": true
61
+ }
62
+ ```
63
+
64
+ 📖 **Get Started**: [docs.phospho.ai](https://docs.phospho.ai?utm_source=huggingface_readme)
65
+
66
+ 🤖 **Get your robot**: [robots.phospho.ai](https://robots.phospho.ai?utm_source=huggingface_readme)