Transformer Weight Evolution Study
Collection
Attention weight distributions across transformer architectures. • 9 items • Updated
weight_type stringclasses 3
values | P_w listlengths 1.2k 1.2k | sum float32 -575.45 994 | mean float32 -0 0 | std float32 0 0.08 | max float32 0.01 0.56 | min float32 -0.66 -0.01 | skew float32 -0.05 0.04 | kurtosis float32 -0.02 4 | differential_entropy float32 -4.38 -1.14 | entropy float64 -4.36 -1.14 | fit_mu float64 -0 0 | fit_sigma float64 0 0.06 | kl_vs_empirical_normal float64 0 0.07 | SVD listlengths 2.05k 2.05k ⌀ | P_sv listlengths 99 99 ⌀ | head int64 0 7 | layer int64 0 15 | model stringclasses 1
value | revision stringclasses 154
values | step int64 0 143k | job_uuid stringclasses 154
values | job_id stringclasses 154
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0... | 4.424879 | 0.000008 | 0.013974 | 0.067932 | -0.064941 | 0.002854 | 0.003201 | -2.850572 | -2.850298 | 0.000011 | 0.013982 | 0.000062 | null | null | 0 | 0 | pythia-1b-deduped | step0 | 0 | 4b18a2d4 | 20260123_210819 |
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0... | 2.855134 | 0.000001 | 0.003122 | 0.01601 | -0.015856 | -0.002114 | 0.024841 | -4.349946 | -4.324272 | 0.000003 | 0.003198 | 0.000704 | [
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0... | -14.595431 | -0.000028 | 0.013975 | 0.064331 | -0.066772 | 0.005708 | -0.002856 | -2.850611 | -2.850229 | -0.000065 | 0.014015 | 0.00005 | null | null | 1 | 0 | pythia-1b-deduped | step0 | 0 | 4b18a2d4 | 20260123_210819 |
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