| # H20 CoVT Reproduction Prep |
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| This folder is an outer wrapper around the public CoVT repository. Do not edit |
| `upstream/CoVT` when preparing or launching the paper-faithful reproduction. |
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| Remote project root: |
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| ```bash |
| /data/home/user-test/SHC/COVT |
| ``` |
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| Public code: |
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| ```bash |
| upstream/CoVT |
| remote: https://github.com/Wakals/CoVT.git |
| commit: recorded in checks/upstream_covt_commit.txt |
| ``` |
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| Local policy for H20: |
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| - Workspace is for code, files, lightweight CPU checks, and job submission only. |
| - No direct GPU training/inference in workspace. |
| - No long-running model/data download in workspace. |
| - All future GPU or long-download work must use the prepared `jobs/*.sh` scripts |
| through `rest-sbatch`. |
| - Do not read or copy Slurm JWT tokens. |
| - Do not change server system software, drivers, CUDA, or hardware settings. |
| - User-level Python packages may be installed only under the user/project scope. |
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| Reproduction target: |
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| - CoVT 3-expert visual-token model: `["sam", "depth", "dino"]`. |
| - Stage 1 understanding: 6000 optimizer steps. |
| - Public-code Stage 2/3/4 checkpoint: 10000 optimizer steps. |
| - Paper Table-6 3-type checkpoint: 11000 optimizer steps, also prepared for |
| evaluation because the paper describes Stage 4 as 5000 steps. |
| - Evaluation: CV-Bench-2D and CV-Bench-3D through CoVT/VLMEvalKit. |
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| Important distinction: |
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| - `upstream/CoVT` remains public source code. |
| - `scripts/` and `jobs/` only provide paths, Slurm wrappers, manifests, and |
| verification around the public source. |
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|
