# Release manifest — generated 2026-05-28T05:12:24Z

Total size: 1.9G

## File listing (size + sha256 for ckpts)
  ./CHANGELOG.md  849
  ./CITATIONS.md  5620
  ./CLAIM_TO_FILE_MAP.md  21589
  ./LICENSE  1480
  ./MANIFEST.txt  210
  ./README.md  5979
  ./REPRODUCE.md  37664
  ./UPLOAD.sh  2879
  ./checkpoints/run_0_t2_mlp_best_lvis.pt  388115973  sha256:e6bb4c56fb4a5858...
  ./checkpoints/run_b_v2_t2_mlp_best_lvis.pt  388115973  sha256:edb35bca260c5c2b...
  ./checkpoints/run_c_v3_t2_mlp_best_lvis.pt  388115973  sha256:619c3304c0c7bb8e...
  ./checkpoints/run_nn_t1_best_lvis.pt  388116410  sha256:22e5d55dbade5ba2...
  ./checkpoints/run_nn_t2_mlp_best_lvis.pt  388115973  sha256:9dc6e3c7d745fd8c...
  ./code/prune_masks/README.md  3332
  ./code/prune_masks/__init__.py  450
  ./code/prune_masks/build_any_lvis_mask.py  4275
  ./code/prune_masks/build_baseline_mask.py  1212
  ./code/prune_masks/build_random_mask.py  3316
  ./code/prune_masks/build_self_class_mask.py  3493
  ./code/stratification/__init__.py  685
  ./code/stratification/captioner_sweep.py  6731
  ./code/stratification/cluster_bootstrap.py  7558
  ./code/stratification/mantel_haenszel.py  11409
  ./code/stratification/nn_caption_proxy.py  8752
  ./code/stratification/own_caption_proxy.py  4999
  ./code/stratification/similarity_buckets.py  4328
  ./code/training/__init__.py  315
  ./code/training/eval.py  9291
  ./code/training/launch_train.sh  1924
  ./code/training/losses.py  2343
  ./code/training/openshape_pointbert.py  7889
  ./code/training/train.py  8024
  ./code/training/train_dataset.py  4294
  ./configs/run_0_t2_mlp_config.yaml  2542
  ./configs/run_b_v2_t2_mlp_config.yaml  2599
  ./configs/run_c_v3_t2_mlp_config.yaml  2581
  ./configs/run_nn_t1_config.yaml  3235
  ./configs/run_nn_t2_mlp_config.yaml  2566
  ./logs/README.md  4654
  ./logs/run_0_T1_training.log  53522
  ./logs/run_0_T2-MLP_training.log  17721
  ./logs/run_0_training.log  66917
  ./logs/run_A_T1_training.log  72197
  ./logs/run_A_T2-MLP_training.log  22379
  ./logs/run_A_training.log  107395
  ./logs/run_B-v2_T2-MLP_training.log  49049
  ./logs/run_B_training.log  54156
  ./logs/run_C_training.log  77856
  ./logs/run_NN_T1_training.log  77687
  ./logs/run_NN_T2-MLP_training.log  9126
  ./masks/README.md  4237
  ./masks/run_0.npy  874530
  ./masks/run_A.npy  874530
  ./masks/run_B.npy  874530
  ./masks/run_C.npy  874530
  ./masks/uid_universe.txt  28737994
  ./metrics/run_0_t2_mlp_metrics.jsonl  4371
  ./metrics/run_b_v2_t2_mlp_metrics.jsonl  1469671
  ./metrics/run_c_v3_t2_mlp_metrics.jsonl  1358730
  ./metrics/run_nn_t1_metrics.jsonl  1248640
  ./metrics/run_nn_t2_mlp_metrics.jsonl  1112959
  ./predictions/README.md  3770
  ./predictions/captioner_sweep_per_object.parquet  2211484
  ./predictions/lvis_nn_assignments.parquet  4639826
  ./predictions/nn_on_lvis_results.json  3177
  ./predictions/uni3d_gap_decomp.json  938
  ./predictions/uni3d_per_object_preds.parquet  3304223
  ./splits/README.md  1843
  ./splits/lvis_eval.json  10098943
  ./splits/modelnet40_test_split.json  282449