crislmfroes / smolvla-boris-open-range-rl-v3

huggingface.co
Total runs: 11
24-hour runs: 1
7-day runs: 3
30-day runs: 6
Model's Last Updated: January 02 2026
robotics

Introduction of smolvla-boris-open-range-rl-v3

Model Details of smolvla-boris-open-range-rl-v3

Model Card for smolvla

SmolVLA is a compact, efficient vision-language-action model that achieves competitive performance at reduced computational costs and can be deployed on consumer-grade hardware.

This policy has been trained and pushed to the Hub using LeRobot . See the full documentation at LeRobot Docs .


How to Get Started with the Model

For a complete walkthrough, see the training guide . Below is the short version on how to train and run inference/eval:

Train from scratch
lerobot-train \
  --dataset.repo_id=${HF_USER}/<dataset> \
  --policy.type=act \
  --output_dir=outputs/train/<desired_policy_repo_id> \
  --job_name=lerobot_training \
  --policy.device=cuda \
  --policy.repo_id=${HF_USER}/<desired_policy_repo_id>
  --wandb.enable=true

Writes checkpoints to outputs/train/<desired_policy_repo_id>/checkpoints/ .

Evaluate the policy/run inference
lerobot-record \
  --robot.type=so100_follower \
  --dataset.repo_id=<hf_user>/eval_<dataset> \
  --policy.path=<hf_user>/<desired_policy_repo_id> \
  --episodes=10

Prefix the dataset repo with eval_ and supply --policy.path pointing to a local or hub checkpoint.


Model Details
  • License: apache-2.0

Runs of crislmfroes smolvla-boris-open-range-rl-v3 on huggingface.co

11
Total runs
1
24-hour runs
3
3-day runs
3
7-day runs
6
30-day runs

More Information About smolvla-boris-open-range-rl-v3 huggingface.co Model

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smolvla-boris-open-range-rl-v3 install

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