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collected-ai/pi0_lehome_four_types
pi0_lehome_four_types is a robotics model from collected-ai. Use it for the robotics task on the model card, and read the license before you ship it in a product. It is set up for lerobot.
Finetuned from lerobot/pi0base on collected-ai/lehome-four-types-merged (dual-arm SO101 garment folding; 3 RGB cameras 480x640 + 12-dim joint state; task "fold the garment on the table").
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From the Hugging Face model README
Finetuned from lerobot/pi0_base on
collected-ai/lehome-four-types-merged (dual-arm SO101 garment folding; 3 RGB cameras 480x640 +
12-dim joint state; task "fold the garment on the table").
Training: 30k steps, effective batch 64 (bs 32 x 2 GPU DDP), bf16 + gradient checkpointing, pi0 training preset (AdamW lr 2.5e-5, cosine w/ 1k warmup). ~7.2 epochs; final flow-matching loss ~0.013.
Checkpoints (every 5k steps): main is the final step-30000 model; intermediates are branches:
step-5000, step-10000, step-15000, step-20000, step-25000.
from lerobot.policies.pi0.modeling_pi0 import PI0Policy
policy = PI0Policy.from_pretrained("collected-ai/pi0_lehome_four_types") # step 30000
policy = PI0Policy.from_pretrained("collected-ai/pi0_lehome_four_types", revision="step-15000")