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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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ba38bb5
modular_arithmetic
131 MB
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1 contributor
History:
16 commits
etwk
Use HF default .gitattributes (comprehensive LFS rules)
ba38bb5
13 days ago
.gitattributes
Safe
1.52 kB
Use HF default .gitattributes (comprehensive LFS rules)
13 days ago
.gitignore
Safe
19 Bytes
Commit all 5 cell weights as git-LFS objects (16/32/64/128/256-bit)
14 days ago
README.md
Safe
16.1 kB
Add model-card YAML frontmatter (clears HF 'missing yaml metadata' warning)
13 days ago
manifest.json
10.8 kB
Shrink: 16/32-bit MLPs -> width-matched TCN. Artifact 0.77GB -> 0.13GB
13 days ago
model.py
12.8 kB
Tier 10 = 0.94: highest_tier 9->10 (MAX), overall 0.886->0.978
13 days ago
train.py
Safe
9.06 kB
Horner-RNN modular-multiplication model (tiers 1-5, up to 2^64)
15 days ago
weights1024.pt
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
13 days ago
weights128.pt
pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch.FloatStorage"
,
"torch._utils._rebuild_tensor_v2"
What is a pickle import?
15.8 MB
xet
Commit all 5 cell weights as git-LFS objects (16/32/64/128/256-bit)
14 days 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
13 days ago
weights2048.pt
pickle
Detected Pickle imports (3)
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
,
"collections.OrderedDict"
What is a pickle import?
20.5 MB
xet
Harden tier 10: 0.94 -> 0.98, overall 0.978 -> 0.982
13 days ago
weights256.pt
pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch.FloatStorage"
,
"torch._utils._rebuild_tensor_v2"
What is a pickle import?
19 MB
xet
Commit all 5 cell weights as git-LFS objects (16/32/64/128/256-bit)
14 days 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
13 days ago
weights512.pt
pickle
Detected Pickle imports (3)
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
,
"collections.OrderedDict"
What is a pickle import?
22.1 MB
xet
Tier 8 re-polish: 0.92 -> 0.98, overall 0.982 -> 0.988
13 days ago
weights64.pt
pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch.FloatStorage"
,
"torch._utils._rebuild_tensor_v2"
What is a pickle import?
12.6 MB
xet
64-bit cell: MLP -> carry-aware TCN (fixes tier-0 near-2^64, 944MB->13MB)
14 days ago
