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Upload README.md with huggingface_hub

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+ ---
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+ tags:
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+ - robomimic
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+ - robotics
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+ - imitation-learning
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+ - flow-matching
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+ ---
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+
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+ # WarmPrior Robomimic Checkpoints
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+
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+ This repository contains model checkpoints from the WarmPrior_Robomimic experiments.
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+
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+ ## Repository Structure
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+
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+ Each experiment run is stored in its own folder with the following structure:
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+
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+ ```
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+ run_name/
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+ β”œβ”€β”€ model_best.pt # Best performing checkpoint
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+ └── model_latest.pt # Latest checkpoint
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+ ```
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+
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+ ## Available Runs
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+
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+ | Run Name | Method | Best | Latest |
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+ |----------|--------|------|--------|
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+ | `AC_0114_172910_square_mh_image_flow_chitransformer_384_seed0` | AC | βœ… | βœ… |
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+ | `AC_0116_181559_tool_hang_ph_image_flow_chitransformer_384_seed0` | AC | βœ… | βœ… |
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+ | `BASE_0114_172809_square_mh_image_flow_chitransformer_384_seed0` | BASE | βœ… | βœ… |
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+ | `BASE_0114_172910_tool_hang_ph_image_flow_chitransformer_384_seed0` | BASE | βœ… | βœ… |
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+ | `BASE_0116_181559_square_mh_image_flow_chiunet_256_seed0` | BASE | βœ… | βœ… |
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+ | `BASE_0120_003513_Baseline_tool_hang_ph_image_flow_chiunet_256_seed0` | BASE | ❌ | ❌ |
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+
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+ ## Usage
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+
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+ To download a specific checkpoint:
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+
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+ ```python
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+ from huggingface_hub import hf_hub_download
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+ import torch
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+
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+ # Download a specific checkpoint
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+ model_path = hf_hub_download(
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+ repo_id="SinjaeKang/wp_robomimic",
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+ filename="RUN_NAME/model_best.pt"
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+ )
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+
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+ # Load the model
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+ checkpoint = torch.load(model_path, map_location='cpu')
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+ ```
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+
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+ Or download all checkpoints:
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+
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+ ```python
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+ from huggingface_hub import snapshot_download
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+
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+ # Download entire repository
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+ local_dir = snapshot_download(
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+ repo_id="SinjaeKang/wp_robomimic",
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+ local_dir="./checkpoints"
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+ )
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+ ```
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+
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+ ## Methods
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+
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+ - **BASE**: Baseline model without warm prior
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+ - **PA**: Previous Action warm prior
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+ - **AC**: Action Chunk warm prior
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+
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+ ## Training Details
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+
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+ For more information about the training procedure and methodology, please refer to the [WarmPrior_Robomimic repository](https://github.com/YourUsername/WarmPrior_Robomimic).