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XllentAI
/
modular_arithmetic
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Xllent AI
2
PyTorch
modular-arithmetic
modular-multiplication
carry-aware-tcn
temporal-convolutional-network
horner-scheme
algorithmic-reasoning
length-generalization
sair-modular-arithmetic-challenge
License:
apache-2.0
Model card
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xet
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c2635be
modular_arithmetic
83.8 MB
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1 contributor
History:
19 commits
etwk
tier-10 second hardening tail: 0.98 -> 1.00 public, P(tier10<0.90) 1.295% -> 0.297%
c2635be
3 months ago
.gitattributes
Safe
1.52 kB
Use HF default .gitattributes (comprehensive LFS rules)
4 months ago
.gitignore
Safe
19 Bytes
Commit all 5 cell weights as git-LFS objects (16/32/64/128/256-bit)
4 months ago
README.md
16.9 kB
tier-10 second hardening tail: 0.98 -> 1.00 public, P(tier10<0.90) 1.295% -> 0.297%
3 months ago
manifest.json
10.4 kB
tier-10 second hardening tail: 0.98 -> 1.00 public, P(tier10<0.90) 1.295% -> 0.297%
3 months ago
model.py
14.9 kB
Pin determinism flags in load() (eligibility insurance)
4 months ago
train.py
Safe
9.06 kB
Horner-RNN modular-multiplication model (tiers 1-5, up to 2^64)
4 months ago
weights1024.pt
Safe
pickle
Detected Pickle imports (3)
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
,
"collections.OrderedDict"
What is a pickle import?
19 MB
xet
Tier 9 = 0.99: highest_tier 8->9, overall 0.788->0.886
4 months ago
weights16.pt
pickle
Detected Pickle imports (3)
"torch._utils._rebuild_tensor_v2"
,
"collections.OrderedDict"
,
"torch.FloatStorage"
What is a pickle import?
9.48 MB
xet
Shrink: 16/32-bit MLPs -> width-matched TCN. Artifact 0.77GB -> 0.13GB
4 months ago
weights2048.pt
pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch.FloatStorage"
,
"torch._utils._rebuild_tensor_v2"
What is a pickle import?
20.5 MB
xet
tier-10 second hardening tail: 0.98 -> 1.00 public, P(tier10<0.90) 1.295% -> 0.297%
3 months ago
weights32.pt
pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch.FloatStorage"
,
"torch._utils._rebuild_tensor_v2"
What is a pickle import?
12.6 MB
xet
Shrink: 16/32-bit MLPs -> width-matched TCN. Artifact 0.77GB -> 0.13GB
4 months ago
weights_shared_64_512.pt
pickle
Detected Pickle imports (3)
"torch._utils._rebuild_tensor_v2"
,
"collections.OrderedDict"
,
"torch.FloatStorage"
What is a pickle import?
22.1 MB
xet
v2: collapse 64-512 cells into one shared carry-aware TCN weight-set
4 months ago
