# Remote Downloaded Models

## DMax-16B

- Repository: `Zigeng/DMax-16B`
- Revision: `225df0ce2818396fd3f18996c8fbd59b0666e4fe`
- Remote path: `/mnt/scratch/l/liyj/hku_diffusion_dllm/models/dmax-16b`
- Remote cache: `/mnt/scratch/l/liyj/hku_diffusion_dllm/.cache/huggingface`
- Expected size: `32,529,274,876` bytes across seven weight shards
- Status: downloaded via Slurm job `680834`; official single-sample smoke completed via `682109` and `682112`.
- Consumer jobs: old `680837` failed before torch import because project venv import was broken on the GPU node. Scratch runtime fix `682107` completed. Smoke results: `682109` on H100 NVL 96G and `682112` on A100 80G PCIe.
- Note: first attempt on `shiying` completed 4/7 shards but hit project quota during retry; the scratch job copies reusable shards first and resumes there.

## Historical note

Before the DMax run, no full checkpoint from the original manifest had been materialized.

The original reason was that the core model list contains multi-GB 7B/8B checkpoints and should not
be pulled on an xlogin node without a concrete GPU job plan and storage budget.
The model manifest is ready for remote materialization via:

```bash
cd /home/l/liyj/shiying/hku_diffusion_dllm
. .venv/bin/activate
export HF_HOME=$PWD/.cache/huggingface
export HF_HUB_CACHE=$PWD/.cache/huggingface/hub
export HF_HUB_DISABLE_XET=1
python scripts/download_assets.py --kind models --id llada2-mini --max-workers 1
```