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phanerozoic

Rewrite 5-scale description for general readers

8df50b4 verified 3 days ago

analytical
Mirror all cofiber work: analytical + trained variants, circuit, scripts, expositional README 3 days ago
circuit
Mirror all cofiber work: analytical + trained variants, circuit, scripts, expositional README 3 days ago
scripts
Add 5-scale eval script 3 days ago
trained
Add 5-scale eval 3 days ago
.gitattributes

1.64 kB
Mirror all cofiber work: analytical + trained variants, circuit, scripts, expositional README 3 days ago
CofiberDecomposition.v

9.45 kB
Complete circuit repo: model.py, config.json, CofiberDecomposition.v, README 8 days ago
README.md

8.36 kB
Rewrite 5-scale description for general readers 3 days ago
TODO.md

4.08 kB
Research directions 8 days ago
cofiber_threshold_box32_coco_8ep_92k.pth
Detected Pickle imports (3)
- "collections.OrderedDict",
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2"
What is a pickle import?
372 kB
xet

Add box32_92k variant: 5.7 mAP from 92K params, both variants documented 7 days ago
cofiber_threshold_box32_coco_8ep_92k_eval.json

386 Bytes
Add box32_92k variant: 5.7 mAP from 92K params, both variants documented 7 days ago
cofiber_threshold_box32_coco_8ep_92k_pruned76k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
372 kB
xet

Pruned box32: 76K nonzero params, 5.7 mAP, 15K prototype weights zeroed 7 days ago
cofiber_threshold_box32_coco_8ep_92k_pruned76k_eval.json

392 Bytes
Pruned box32: 76K nonzero params, 5.7 mAP, 15K prototype weights zeroed 7 days ago
cofiber_threshold_box32_coco_8ep_pruned_62k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
373 kB
xet

Add cofiber_threshold_box32_coco_8ep_pruned_62k.pth 7 days ago
cofiber_threshold_box32_coco_8ep_pruned_62k_eval.json

221 Bytes
Add cofiber_threshold_box32_coco_8ep_pruned_62k_eval.json 7 days ago
cofiber_threshold_box32_pruned_46k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "collections.OrderedDict"
What is a pickle import?
373 kB
xet

Add cofiber_threshold_box32_pruned_46k.pth 7 days ago
cofiber_threshold_box32_pruned_46k_eval.json

410 Bytes
Add cofiber_threshold_box32_pruned_46k_eval.json 7 days ago
cofiber_threshold_coco_8ep_70k.pth
Detected Pickle imports (3)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage"
What is a pickle import?
285 kB
xet

Converged weights from COCO 8ep training, mAP 4.0 @ 70K params 7 days ago
cofiber_threshold_coco_8ep_70k_eval.json

383 Bytes
Converged weights from COCO 8ep training, mAP 4.0 @ 70K params 7 days ago
cofiber_threshold_dim10_coco_8ep_13k.pth
Detected Pickle imports (3)
- "torch.FloatStorage",
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2"
What is a pickle import?
60.3 kB
xet

dim10: 13,426 params, 1.5 mAP — floor candidate above the 1.0 threshold 6 days ago
cofiber_threshold_dim10_coco_8ep_13k_eval.json

328 Bytes
dim10 pycocotools eval: 1.5 mAP, 5.6 mAP@0.50 6 days ago
cofiber_threshold_dim15_coco_8ep_17k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
77.6 kB
xet

dim15: 17,751 params, 3.0 mAP — fills in the dim20→dim10 portion of the curve 6 days ago
cofiber_threshold_dim15_coco_8ep_17k_eval.json

413 Bytes
dim15 pycocotools eval: 3.0 mAP, 11.5 mAP@0.50 6 days ago
cofiber_threshold_dim20_R1_then_cls_pruned_17k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
95.2 kB
xet

Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_R1_then_cls_pruned_17k_eval.json

459 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_cls_weight_pruned_21k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
95.2 kB
xet

Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_cls_weight_pruned_21k_eval.json

450 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_coco_8ep_22k.pth
Detected Pickle imports (3)
- "collections.OrderedDict",
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2"
What is a pickle import?
94.5 kB
xet

dim20: 3.9 mAP from 22K params 7 days ago
cofiber_threshold_dim20_coco_8ep_22k_eval.json

419 Bytes
Add cofiber_threshold_dim20_coco_8ep_22k_eval.json 7 days ago
cofiber_threshold_dim20_ctr_weight_pruned_22k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
95.2 kB
xet

Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_ctr_weight_pruned_22k_eval.json

446 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_joint_from_R1_17k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
95.1 kB
xet

Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_joint_from_R1_17k_eval.json

458 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_pruned_R1_18k.pth
Detected Pickle imports (3)
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict"
What is a pickle import?
95.3 kB
xet

Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_pruned_R1_18k_eval.json

453 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_pruned_R2_18k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
95.3 kB
xet

Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_pruned_R2_18k_eval.json

453 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_pruning_pareto.json

866 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_reg_hidden_pruned_22k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
95.4 kB
xet

Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_reg_hidden_pruned_22k_eval.json

455 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_reg_out_pruned_22k.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.FloatStorage"
What is a pickle import?
95.3 kB
xet

Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim20_reg_out_pruned_22k_eval.json

448 Bytes
Rebuild from canonical sources via build_threshold_repo.py 6 days ago
cofiber_threshold_dim5_coco_8ep_9k.pth
Detected Pickle imports (3)
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict"
What is a pickle import?
42.9 kB
xet

dim5: 9,101 params, 0.3 mAP. The 5-dim bottleneck is below the intrinsic capacity for 80-class separation. 6 days ago
cofiber_threshold_dim5_coco_8ep_9k_eval.json

418 Bytes
dim5 pycocotools eval: 0.3 mAP, 1.3 mAP@0.50 6 days ago
cofiber_threshold_untrained_70k.pth
Detected Pickle imports (3)
- "torch.FloatStorage",
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2"
What is a pickle import?
285 kB
xet

Add untrained circuit and PyTorch weights alongside trained 7 days ago
config.json

710 Bytes
Complete circuit repo: model.py, config.json, CofiberDecomposition.v, README 8 days ago
head.py

3.39 kB
Mirror all cofiber work: analytical + trained variants, circuit, scripts, expositional README 3 days ago
model.py

5.58 kB
Complete circuit repo: model.py, config.json, CofiberDecomposition.v, README 8 days ago
model.safetensors

247 kB
xet

Converged weights from COCO 8ep training, mAP 4.0 @ 70K params 7 days ago
model_box32.py

3.18 kB
Add box32_92k variant: 5.7 mAP from 92K params, both variants documented 7 days ago
model_untrained.safetensors

247 kB
xet

Add untrained circuit and PyTorch weights alongside trained 7 days ago

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)

Detected Pickle imports (3)