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README.md
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language:
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- en
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base_model:
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- SberRoboticsCenter/GreenVLA-5b-base-stride-
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pipeline_tag: robotics
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tags:
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- robotics
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- calvin
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- reinforcement-learning
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model-index:
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- name: GreenVLA-5b-stride-
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results:
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- task:
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type: robotics
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<div align="center">
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# GreenVLA-5b-stride-
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### RL-Aligned VLA for CALVIN
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## Overview
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**GreenVLA-5b-stride-
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Starting from [GreenVLA-5b-base-stride-
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## Evaluation
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| | Details |
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|---|---|
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| **Base checkpoint** | [GreenVLA-5b-base-stride-
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| **Stage** | R2 — RL policy alignment |
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| **Method** | Trajectory optimization (SFT + RL on collected trajectories) |
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| **Environment** | CALVIN |
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# 1. Load policy and transforms.
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policy, input_transforms, output_transforms = load_pretrained_policy(
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"SberRoboticsCenter/GreenVLA-5b-stride-
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data_config_name="calvin",
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)
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policy.to("cuda").eval()
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language:
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- en
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base_model:
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- SberRoboticsCenter/GreenVLA-5b-base-stride-4
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pipeline_tag: robotics
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tags:
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- robotics
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- calvin
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- reinforcement-learning
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model-index:
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- name: GreenVLA-5b-stride-4-R2-calvin
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results:
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- task:
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type: robotics
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<div align="center">
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# GreenVLA-5b-stride-4-R2-calvin
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### RL-Aligned VLA for CALVIN
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## Overview
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**GreenVLA-5b-stride-4-R2-calvin** is the R2 (RL-aligned) checkpoint of the [Green-VLA](https://arxiv.org/abs/2602.00919) family, fine-tuned for the CALVIN benchmark environment.
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Starting from [GreenVLA-5b-base-stride-4](https://huggingface.co/SberRoboticsCenter/GreenVLA-5b-base-stride-4), this model went through both R1 (supervised fine-tuning) and R2 (RL policy alignment) stages on CALVIN data.
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## Evaluation
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| | Details |
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|---|---|
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| **Base checkpoint** | [GreenVLA-5b-base-stride-4](https://huggingface.co/SberRoboticsCenter/GreenVLA-5b-base-stride-4) |
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| **Stage** | R2 — RL policy alignment |
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| **Method** | Trajectory optimization (SFT + RL on collected trajectories) |
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| **Environment** | CALVIN |
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# 1. Load policy and transforms.
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policy, input_transforms, output_transforms = load_pretrained_policy(
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"SberRoboticsCenter/GreenVLA-5b-stride-4-R2-calvin",
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data_config_name="calvin",
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)
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policy.to("cuda").eval()
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