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full/README.md

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-# render\_package — Full Self-Contained Bundle
-
-This directory (`full/`) contains the **fully self-contained** distribution of
-`render_package`: a 3D render + multi-stage latent encoding pipeline.
-
-Everything needed to run on a fresh Linux + NVIDIA machine is bundled:
-
-- Python source (renderer + encoder pipeline)
-- Blender 3.5.1 Linux bundle (~1.2 GiB)
-- Pre-packed conda environment via `conda-pack` (~4.5 GiB, `envs/env.tar.gz`)
-- Model weights (UniLat, TRELLIS SLAT, TRELLIS SS, DINOv2 ViT-L/14+reg, ~2.1 GiB)
-- Third-party model code (TRELLIS, UniLat3D, DINOv2)
-
-**No conda / pip / internet is required on the target machine.**
-
----
-
-## Artifact
-
-| File | Size | SHA-256 |
-|---|---|---|
-| `full/render_package_full.tar.gz` | ~6.9 GiB | `09343e336454da3cebe49fb0858ba0d8b38df99b3061e2bf4bac9f5feb3163fa` |
-
-Verify after download:
-
-```bash
-sha256sum render_package_full.tar.gz
-# expected: 09343e336454da3cebe49fb0858ba0d8b38df99b3061e2bf4bac9f5feb3163fa
-```
-
----
-
-## Host Requirements
-
-- Linux x86\_64
-- NVIDIA GPU with driver **>= 525** (CUDA 12.x compatible)
-- ~25 GiB free disk (tarball + extracted tree + extracted env)
-- No conda / pip / internet needed
-
----
-
-## Download
-
-Using the Hugging Face CLI:
-
-```bash
-# (auth once if the repo is private or for higher rate limits)
-hf auth login
-
-# Download just the full bundle
-hf download Dennis0626/render_package full/render_package_full.tar.gz \
-    --local-dir . \
-    --local-dir-use-symlinks False
-```
-
-Or with `wget` / `curl` (public repo only):
-
-```bash
-wget https://huggingface.co/Dennis0626/render_package/resolve/main/full/render_package_full.tar.gz
-```
-
----
-
-## Deploy
-
-```bash
-tar xzf render_package_full.tar.gz
-cd render_package
-
-# Extracts envs/env.tar.gz into envs/env/, runs conda-unpack, verifies torch/open3d/spconv
-bash setup.sh
-
-# Activate the single bundled env (used for both render and encode)
-source envs/env/bin/activate
-
-# Edit data paths for your machine
-vi config/default.yaml
-```
-
-> Blender links X11/GL at startup. If you see missing-lib errors, ensure:
->
-> ```bash
-> export LD_LIBRARY_PATH=$CONDA_PREFIX/lib:$LD_LIBRARY_PATH
-> ```
-
----
-
-## Quick Run
-
-```bash
-source envs/env/bin/activate
-export LD_LIBRARY_PATH=$CONDA_PREFIX/lib:$LD_LIBRARY_PATH
-
-# 1) Render a small test batch
-python render_github.py --benchmark
-
-# 2) Encode (multi-GPU, auto-detect)
-SPCONV_ALGO=native python encode_all.py \
-    --config config/default.yaml \
-    --render_root /path/to/renders
-
-# 3) Interleaved render + encode
-SPCONV_ALGO=native python run_pipeline.py \
-    --config config/default.yaml \
-    --render_gpus 0,1 \
-    --encode_gpus 2,3
-```
-
-See the in-repo `README.md` (inside the extracted tree) for the full CLI
-reference, NPZ schema, stage dependencies, and troubleshooting.
-
----
-
-## Layout (after extraction)
-
-```
-render_package/
-├── config/default.yaml              # edit per machine
-├── encoders/                        # Python encoder pipeline
-├── dataset_toolkits/                # Blender render helpers
-├── third_party/{trellis,unilat3d,dinov2}
-├── weights/{unilat,trellis,dinov2}  # real files, no symlinks
-├── blender-3.5.1-linux-x64/blender  # bundled executable
-├── envs/env.tar.gz                  # conda-packed env
-├── render_github.py / render_only.py
-├── encode_all.py / encode_shard.py / run_pipeline.py
-├── setup.sh / pack.sh / verify_install.py
-└── README.md                        # full documentation
-```
-
----
-
-## Rebuild / Re-pack
-
-If you modify the source or environment and want to rebuild this bundle:
-
-```bash
-# Rebuild the conda-pack env (inside an active conda that has the env "vinedresser3d")
-conda-pack -n vinedresser3d -o envs/env.tar.gz --ignore-editable-packages --force
-
-# Repack everything into a new tarball
-bash pack.sh /path/to/render_package_full.tar.gz
-```
-
-Then re-upload to the `full/` path:
-
-```bash
-hf upload Dennis0626/render_package \
-    /path/to/render_package_full.tar.gz \
-    full/render_package_full.tar.gz \
-    --commit-message "Rebuild full bundle"
-```

full/render_package_full.tar.gz

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