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OpenAI · Weight-Sparse Transformers
CircuitGPT-Python
MLP
2-MLP
7867
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2-mlp
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Circuit Sparsity
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tuple assignment comma (negative activations)
python-code · gemini-2.5-flash-lite
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claude-4-5-haiku
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16,384 prompts, 256 tokens each
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neuronpedia/python-code-simplified
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Negative Logits
dx
-0.08
enumerate
-0.08
ac
-0.07
[x
-0.06
(x
-0.06
Calculate
-0.06
S
-0.06
Graph
-0.06
div
-0.06
Par
-0.06
POSITIVE LOGITS
↵↵
0.16
↵ ↵
0.15
↵ ↵
0.15
↵ ↵
0.14
↵↵↵
0.12
<|
0.12
|>
0.12
↵
0.10
"↵↵
0.09
č
0.09
Act
ivations
Density 83.594%
Stacked
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