Mamba neuron interpretability
Collection
Neuron-level mechanistic interpretability of Mamba state-space LMs • 1 item • Updated
Datasets:
layer int64 0 47 ⌀ | neuron int64 0 4.1k ⌀ | mean_discovery float32 -24.98 19.2 ⌀ | std_discovery float32 0 85.8 ⌀ | skew_discovery float32 -212.78 474 ⌀ | kurtosis_discovery float32 2.23 360k ⌀ | max_discovery float32 0.01 1.44k ⌀ | min_discovery float32 -620 -0.01 ⌀ | frac_pos_discovery float32 0 1 ⌀ | mean_heldout float32 -24.84 20 ⌀ | std_heldout float32 0 85.9 ⌀ | skew_heldout float32 -224.47 485 ⌀ | kurtosis_heldout float32 2.23 324k ⌀ | max_heldout float32 -0.01 1.32k ⌀ | min_heldout float32 -544 -0.01 ⌀ | frac_pos_heldout float32 0 1 ⌀ | vocab_kurtosis float32 1.94 344 ⌀ | promoted_top5 listlengths 5 5 ⌀ | suppressed_top5 listlengths 5 5 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0 | -0.00204 | 0.030206 | -2.84866 | 19.552248 | 0.106934 | -0.605469 | 0.629619 | -0.002067 | 0.030433 | -2.880018 | 19.697317 | 0.094238 | -0.515625 | 0.629819 | 3.569261 | [
" other",
" another",
" others",
" company",
" material"
] | [
" retros",
" proport",
" strugg",
" ancest",
" Anglic"
] |
0 | 1 | 0.005175 | 0.019298 | 10.037917 | 338.50351 | 1.757813 | -0.382813 | 0.815789 | 0.005086 | 0.019361 | 10.162533 | 385.673096 | 1.585938 | -0.476563 | 0.813918 | 3.515336 | [
"widet",
" therap",
" Palestin",
" cryptocur",
" counc"
] | [
" sign",
" home",
" typical",
"AUX",
" name"
] |
0 | 2 | -0.000747 | 0.019416 | 3.496587 | 32.319962 | 0.617188 | -0.248047 | 0.408802 | -0.000763 | 0.019278 | 3.410502 | 30.91856 | 0.416016 | -0.22168 | 0.407612 | 3.210467 | [
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"oddsidemargin",
" manag",
"-------------------------------------------------------",
"gtr"
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"idopsis",
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"lict",
"jà",
"fere"
] |
0 | 3 | 0.000728 | 0.023965 | -3.27761 | 24.046436 | 0.179688 | -0.742188 | 0.675303 | 0.000733 | 0.02397 | -3.213137 | 22.73024 | 0.144531 | -0.425781 | 0.67469 | 3.420282 | [
" triglycer",
" you",
" doxor",
"you",
" cryptocur"
] | [
"watson",
"ependence",
"FONT",
" brav",
"rack"
] |
0 | 4 | 0.000067 | 0.020887 | 2.42702 | 18.288839 | 0.414063 | -0.121582 | 0.530621 | 0.000178 | 0.02105 | 2.327145 | 16.391356 | 0.302734 | -0.108887 | 0.528982 | 3.207411 | [
"sembly",
"�",
"imbab",
" cirrh",
"foods"
] | [
"jcmm",
"tails",
"itos",
"raviolet",
"elfare"
] |
0 | 5 | -0.000358 | 0.018861 | -2.727271 | 24.588242 | 0.308594 | -0.480469 | 0.579545 | -0.000448 | 0.019098 | -2.83923 | 25.046015 | 0.257813 | -0.46875 | 0.578556 | 3.345902 | [
"verages",
"iginally",
"fraid",
" Syrac",
" uniqu"
] | [
"ً",
"ORAND",
"book",
" limp",
"negie"
] |
0 | 6 | 0.000002 | 0.017128 | 3.491233 | 37.060387 | 0.945313 | -0.328125 | 0.466981 | 0.000014 | 0.017061 | 3.415226 | 34.113819 | 0.388672 | -0.328125 | 0.467036 | 3.261194 | [
"息",
" corrid",
" \\\\[",
" jurisd",
"plant"
] | [
" affili",
" theoret",
"iscuss",
"ون",
""
] |
0 | 7 | -0.000372 | 0.00952 | -2.246707 | 67.469772 | 0.300781 | -0.474609 | 0.524286 | -0.000395 | 0.009726 | -3.516597 | 137.272034 | 0.287109 | -0.578125 | 0.523604 | 3.415649 | [
"raphic",
"\"}^",
" Birds",
"dense",
"smart"
] | [
" arrang",
"eLife",
" agre",
"AtA",
" ecc"
] |
0 | 8 | -0.000529 | 0.021505 | 3.34589 | 31.072712 | 0.550781 | -0.228516 | 0.431574 | -0.000496 | 0.021682 | 3.485162 | 34.503365 | 0.554688 | -0.118164 | 0.430003 | 3.411722 | [
"googleapis",
"necessarily",
"purpose",
"elements",
"fashion"
] | [
" traject",
"bolds",
" reluct",
"inafter",
" enrol"
] |
0 | 9 | -0.000103 | 0.036498 | -1.854763 | 23.914507 | 0.890625 | -0.710938 | 0.738394 | -0.000107 | 0.037476 | -1.392155 | 24.85684 | 1.023438 | -0.605469 | 0.734206 | 3.594208 | [
" cytotox",
" theoret",
" $('.",
"ortunately",
" fibrobl"
] | [
" guild",
"orence",
"substack",
"041",
" monopol"
] |
0 | 10 | -0.000071 | 0.022378 | 3.780945 | 31.308048 | 0.601563 | -0.110352 | 0.292163 | -0.000124 | 0.022584 | 3.823733 | 31.89732 | 0.625 | -0.11084 | 0.290646 | 3.373421 | [
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"dehy",
"juvant",
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] | [
" égal",
"onuclear",
" paired",
" Bris",
" Modern"
] |
0 | 11 | -0.000067 | 0.021147 | -2.895059 | 21.624149 | 0.246094 | -0.396484 | 0.635722 | -0.000116 | 0.02131 | -2.947608 | 22.542702 | 0.217773 | -0.416016 | 0.6351 | 3.205937 | [
" umbil",
" prophyl",
"ampions",
"erdinand",
"allenge"
] | [
"ocese",
" Mais",
" ops",
"gels",
"想"
] |
0 | 12 | 0.000154 | 0.017498 | 4.31104 | 48.633862 | 0.664063 | -0.320313 | 0.525909 | 0.000263 | 0.017639 | 4.44699 | 52.189114 | 0.546875 | -0.287109 | 0.526639 | 3.225446 | [
"skirts",
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" hydrocar",
"aiser"
] | [
" vess",
"Submitted",
" witch",
"ermo",
"Subscribe"
] |
0 | 13 | -0.000943 | 0.019863 | 3.926127 | 36.586441 | 0.566406 | -0.138672 | 0.396583 | -0.000965 | 0.019767 | 3.863621 | 35.155293 | 0.542969 | -0.121582 | 0.396071 | 3.272734 | [
" Soup",
"equivalent",
" Herald",
" Booth",
" semiconductor"
] | [
" scrut",
" weap",
"efined",
"[]$",
"\"}](#"
] |
0 | 14 | 0.000304 | 0.016702 | -2.891887 | 31.547667 | 0.455078 | -0.478516 | 0.54823 | 0.000277 | 0.016722 | -2.712394 | 29.40143 | 0.453125 | -0.34375 | 0.548012 | 3.415842 | [
" benefici",
" THEORY",
" surg",
"otransfer",
" branc"
] | [
" occas",
" doxor",
"outube",
" aneur",
" retros"
] |
0 | 15 | -0.00053 | 0.020981 | -3.177862 | 27.977543 | 0.201172 | -0.621094 | 0.536999 | -0.000531 | 0.020991 | -3.179823 | 28.19076 | 0.131836 | -0.566406 | 0.537606 | 3.315268 | [
" hence",
"ии",
" helical",
"cuador",
" txt"
] | [
"erdinand",
"avorable",
"letcher",
"oxylin",
"bbe"
] |
0 | 16 | 0.000207 | 0.022276 | -3.527856 | 28.062731 | 0.154297 | -0.470703 | 0.693164 | 0.000235 | 0.022176 | -3.50136 | 27.775007 | 0.123535 | -0.460938 | 0.693334 | 3.262559 | [
" disappe",
" strugg",
" $-$",
"্",
" tung"
] | [
" conflic",
" vulner",
"slant",
"OCK",
"~\\]"
] |
0 | 17 | 0.000049 | 0.0116 | 5.087383 | 178.709381 | 0.753906 | -0.241211 | 0.376921 | -0.000017 | 0.011442 | 3.115023 | 86.352997 | 0.498047 | -0.180664 | 0.378977 | 3.157053 | [
"Drive",
"ivid",
" taut",
" ",
"ozygous"
] | [
"enezuel",
"ubicin",
"/~",
" Wyn",
" Debian"
] |
0 | 18 | -0.010465 | 0.029613 | -2.479334 | 25.632402 | 0.554688 | -0.75 | 0.329519 | -0.010205 | 0.029012 | -2.438645 | 26.661179 | 0.707031 | -0.925781 | 0.330956 | 3.742012 | [
" itself",
" court",
" under",
" *",
" also"
] | [
"[]$",
" disappe",
"widet",
" teasp",
"ÃÂ"
] |
0 | 19 | -0.00105 | 0.013416 | -1.668738 | 40.195831 | 0.361328 | -0.257813 | 0.542473 | -0.00108 | 0.013378 | -1.614967 | 40.691189 | 0.326172 | -0.244141 | 0.541319 | 3.461276 | [
" of",
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"ecycle",
"unnumbered",
"uchar"
] | [
" cryptocur",
"ORAND",
" errone",
" categ",
" entreprene"
] |
0 | 20 | 0.000397 | 0.008951 | 17.142267 | 1,098.833008 | 0.703125 | -0.219727 | 0.554285 | 0.000382 | 0.008701 | 12.687501 | 746.495789 | 0.695313 | -0.18457 | 0.553407 | 3.397624 | [
"necessarily",
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"═",
"insi",
"yet"
] | [
" questionna",
"angered",
"ensely",
"maha",
"ariju"
] |
0 | 21 | -0.00163 | 0.017216 | 2.645166 | 26.401365 | 0.527344 | -0.394531 | 0.349345 | -0.001703 | 0.01695 | 2.436686 | 26.942867 | 0.396484 | -0.486328 | 0.351207 | 3.517403 | [
"driv",
" other",
" her",
"ticket",
" drive"
] | [
" establ",
"widet",
" therap",
" disappe",
" acknow"
] |
0 | 22 | -0.000601 | 0.019872 | -3.366325 | 35.039539 | 0.496094 | -0.789063 | 0.506717 | -0.00064 | 0.019796 | -3.098107 | 27.433893 | 0.400391 | -0.472656 | 0.50732 | 3.26 | [
"aji",
"ayan",
" jour",
"ederal",
"\u0007"
] | [
" Alien",
"suppl",
" fistula",
"equal",
"Sov"
] |
0 | 23 | -0.000926 | 0.019264 | 5.162508 | 99.231514 | 0.921875 | -0.141602 | 0.498522 | -0.000912 | 0.019258 | 4.837174 | 87.163322 | 0.851563 | -0.126953 | 0.496174 | 3.245896 | [
" fprintf",
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" <!",
"ODULE",
" prophyl"
] | [
"\r\n\r\n ",
" series",
" democracy",
"原",
" Democracy"
] |
0 | 24 | -0.000263 | 0.017093 | -3.312176 | 29.754387 | 0.271484 | -0.490234 | 0.579503 | -0.000228 | 0.017054 | -3.16742 | 28.008638 | 0.291016 | -0.511719 | 0.58036 | 3.251858 | [
"INDEX",
"mine",
"vart",
"renthood",
"IGEN"
] | [
" prophyl",
"τι",
"versible",
" transf",
"brid"
] |
0 | 25 | 0.000237 | 0.019875 | 3.772328 | 31.641798 | 0.511719 | -0.279297 | 0.400148 | 0.000169 | 0.019663 | 3.741622 | 31.961805 | 0.585938 | -0.141602 | 0.398571 | 3.253307 | [
"jcmm",
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" ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------",
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] |
0 | 26 | -0.00032 | 0.020463 | 3.386133 | 28.785442 | 0.570313 | -0.365234 | 0.391252 | -0.000345 | 0.020534 | 3.337965 | 27.614609 | 0.443359 | -0.193359 | 0.390545 | 3.247869 | [
"otti",
"ifa",
" =&",
"bour",
" dimethyl"
] | [
"cules",
"ership",
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"ات",
"complet"
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0 | 27 | -0.000366 | 0.029503 | -5.792858 | 95.346214 | 0.21875 | -1.085938 | 0.533793 | -0.000304 | 0.029512 | -6.15782 | 112.574402 | 0.130859 | -1.007813 | 0.531036 | 3.393454 | [
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" Stephanie",
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" {%",
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" �",
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" NEGLIGENCE"
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0 | 28 | 0.000606 | 0.024982 | -3.827699 | 28.127857 | 0.090332 | -0.503906 | 0.737766 | 0.000614 | 0.025071 | -3.891194 | 28.865868 | 0.074707 | -0.470703 | 0.737914 | 3.532242 | [
"that",
" that",
"That",
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" THAT"
] | [
"fraid",
" ADVIS",
"bourg",
"ideon",
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] |
0 | 29 | -0.000254 | 0.012471 | 7.172529 | 276.228546 | 1.351563 | -0.292969 | 0.486586 | -0.000243 | 0.012547 | 7.015683 | 216.855804 | 1.046875 | -0.196289 | 0.48643 | 3.269164 | [
"�",
"SUPPORT",
"rivol",
" NAV",
"anian"
] | [
"apopt",
" $('.",
" antioxid",
" disappe",
"icrosoft"
] |
0 | 30 | 0.000595 | 0.019218 | -4.025773 | 37.073944 | 0.098145 | -0.435547 | 0.605605 | 0.000541 | 0.019321 | -3.981058 | 35.644127 | 0.085449 | -0.435547 | 0.605586 | 3.287565 | [
"เ",
"aryn",
" CAC",
" HOLDERS",
"alion"
] | [
" regim",
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"waukee"
] |
0 | 31 | -0.000214 | 0.021423 | -3.15238 | 23.710848 | 0.233398 | -0.386719 | 0.670067 | -0.000173 | 0.021341 | -3.163578 | 23.955942 | 0.117188 | -0.376953 | 0.67011 | 3.250494 | [
" theoret",
"or",
"iversary",
" eines",
"ucker"
] | [
"imester",
"doll",
"ometown",
" entreprene",
"ielsen"
] |
0 | 32 | -0.000684 | 0.022241 | 3.382531 | 28.843018 | 0.570313 | -0.145508 | 0.303442 | -0.000725 | 0.022237 | 3.312202 | 27.687267 | 0.484375 | -0.171875 | 0.304281 | 3.19891 | [
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0 | 33 | -0.000172 | 0.019291 | -3.136928 | 26.174397 | 0.431641 | -0.451172 | 0.582125 | -0.000216 | 0.019378 | -3.133098 | 26.105026 | 0.210938 | -0.462891 | 0.580122 | 3.254312 | [
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" doxor",
"[]$",
" explan",
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" intu"
] |
0 | 34 | 0.016824 | 0.031394 | 2.544984 | 13.042705 | 0.511719 | -0.199219 | 0.692003 | 0.016871 | 0.031656 | 2.558447 | 13.235594 | 0.460938 | -0.162109 | 0.691897 | 3.446521 | [
" them",
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" and",
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" reluct",
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] |
0 | 35 | -0.000578 | 0.023195 | -3.246836 | 24.283253 | 0.333984 | -0.582031 | 0.631581 | -0.000516 | 0.02318 | -3.260985 | 25.02404 | 0.279297 | -0.503906 | 0.632331 | 3.248469 | [
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] | [
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] |
0 | 36 | 0.000066 | 0.020675 | 3.263184 | 28.25428 | 0.455078 | -0.359375 | 0.422329 | 0.000203 | 0.020881 | 3.285189 | 28.079401 | 0.429688 | -0.233398 | 0.422547 | 3.271121 | [
" extras",
"ISPR",
"<?",
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"DI"
] | [
"elic",
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" cryptocur",
" fprintf",
"googleapis"
] |
0 | 37 | -0.000464 | 0.020652 | 3.310258 | 28.683729 | 0.484375 | -0.162109 | 0.408096 | -0.000575 | 0.020559 | 3.3143 | 28.89353 | 0.408203 | -0.143555 | 0.404828 | 3.316748 | [
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0 | 38 | -0.002797 | 0.02701 | -9.506713 | 137.654388 | 0.183594 | -0.4375 | 0.559416 | -0.002757 | 0.02692 | -9.621984 | 139.746063 | 0.172852 | -0.4375 | 0.558785 | 4.495678 | [
";",
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";_",
"_;",
"*;"
] | [
" in",
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" and"
] |
0 | 39 | 0.000875 | 0.018068 | -2.691942 | 357.202942 | 1.679688 | -0.847656 | 0.699932 | 0.000873 | 0.017853 | -1.252717 | 482.372375 | 1.765625 | -0.707031 | 0.697308 | 3.435166 | [
"}{~",
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"swick",
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"rapy",
"\\!\\!\\!",
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"\\!\\!\\!\\!",
"]$$"
] |
0 | 40 | 0.00003 | 0.017937 | 3.567873 | 34.945229 | 0.578125 | -0.375 | 0.507161 | 0.000058 | 0.017924 | 3.502679 | 33.053596 | 0.369141 | -0.285156 | 0.5074 | 3.272284 | [
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0 | 41 | -0.000201 | 0.017789 | -4.126413 | 46.677315 | 0.511719 | -0.486328 | 0.512545 | -0.000264 | 0.017771 | -4.359441 | 51.628258 | 0.363281 | -0.519531 | 0.511951 | 3.232456 | [
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" Eck",
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" upgrad"
] |
0 | 42 | -0.001066 | 0.021857 | 4.684157 | 51.457066 | 0.570313 | -0.121094 | 0.39629 | -0.000985 | 0.022091 | 4.669579 | 48.907688 | 0.570313 | -0.094727 | 0.397893 | 3.184602 | [
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0 | 43 | 0.000341 | 0.014999 | -4.085898 | 44.527905 | 0.091309 | -0.447266 | 0.570258 | 0.000306 | 0.01537 | -4.562109 | 53.486317 | 0.074707 | -0.480469 | 0.572225 | 3.180954 | [
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" ocks",
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" reminis",
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] |
0 | 44 | -0.000809 | 0.021904 | -2.982666 | 21.085377 | 0.304688 | -0.421875 | 0.596308 | -0.000809 | 0.021876 | -2.987413 | 21.060698 | 0.131836 | -0.359375 | 0.596101 | 3.109714 | [
" Juda",
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" Palestin"
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"typen",
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] |
0 | 45 | -0.000039 | 0.011875 | 7.523961 | 423.72345 | 1.25 | -0.382813 | 0.456327 | -0.000028 | 0.011977 | 6.885898 | 383.933502 | 1.007813 | -0.363281 | 0.458081 | 3.230167 | [
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" establ",
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0 | 46 | 0.00075 | 0.014188 | 1.364555 | 91.005585 | 0.550781 | -0.363281 | 0.643577 | 0.000682 | 0.014848 | 1.056443 | 94.998238 | 0.597656 | -0.386719 | 0.641148 | 3.414584 | [
" {%",
" PROVID",
" cardiomyopathy",
")|$(",
"aisy"
] | [
" photograp",
"assium",
"orence",
" glimp",
"mittee"
] |
0 | 47 | -0.000652 | 0.019836 | -3.863872 | 34.776043 | 0.466797 | -0.435547 | 0.556845 | -0.000643 | 0.01973 | -3.789858 | 34.412441 | 0.302734 | -0.515625 | 0.555969 | 3.180641 | [
"estead",
"freak",
"arroll",
"akespe",
" destro"
] | [
"erdinand",
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"Iowa",
"ICC",
"Hyp"
] |
0 | 48 | 0.000794 | 0.020083 | 3.895164 | 37.15102 | 0.964844 | -0.511719 | 0.401244 | 0.000772 | 0.020017 | 4.033515 | 41.755363 | 0.902344 | -0.267578 | 0.400518 | 3.868024 | [
" late",
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" doxor",
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" strugg",
" merch"
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0 | 49 | -0.000453 | 0.020029 | -2.961145 | 25.597017 | 0.359375 | -0.460938 | 0.589057 | -0.000417 | 0.020026 | -3.023879 | 25.901608 | 0.189453 | -0.474609 | 0.589607 | 3.332218 | [
"arily",
"rising",
"ically",
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] | [
" reluct",
" extraordin",
" saliv",
" acknow",
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] |
0 | 50 | -0.000772 | 0.025459 | -2.625957 | 17.394583 | 0.115234 | -0.427734 | 0.653388 | -0.000713 | 0.025369 | -2.584771 | 16.934671 | 0.100098 | -0.353516 | 0.653705 | 3.374685 | [
"ing",
"ING",
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"in",
"ED"
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" incarcer",
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"Fortunately"
] |
0 | 51 | 0.001069 | 0.022676 | -3.762856 | 32.538544 | 0.170898 | -0.523438 | 0.730236 | 0.001017 | 0.022711 | -3.785115 | 33.781609 | 0.203125 | -0.667969 | 0.729093 | 3.234826 | [
" retros",
"aeda",
" NEGLIGENCE",
" discharg",
"verages"
] | [
"prehensive",
"precedented",
"typen",
" Comprehensive",
" CURI"
] |
0 | 52 | -0.000466 | 0.019986 | 3.751407 | 35.710667 | 0.535156 | -0.099609 | 0.429992 | -0.00032 | 0.020119 | 3.830182 | 37.64328 | 0.550781 | -0.099121 | 0.431257 | 3.251381 | [
"CONTR",
"outube",
"tex",
"icle",
"NET"
] | [
" questionna",
" flush",
"jcmm",
"chez",
"ya"
] |
0 | 53 | 0.000119 | 0.018008 | -3.716819 | 36.462517 | 0.46875 | -0.546875 | 0.579926 | 0.000037 | 0.018282 | -3.910143 | 38.745632 | 0.318359 | -0.408203 | 0.580634 | 3.219578 | [
" theoret",
" Leban",
" extraordin",
"ель",
"aturday"
] | [
"xym",
"joint",
"assisted",
"iston",
"atically"
] |
0 | 54 | 0.000541 | 0.021221 | 3.654587 | 30.739859 | 0.496094 | -0.253906 | 0.43373 | 0.000487 | 0.021097 | 3.552568 | 28.754482 | 0.455078 | -0.143555 | 0.433226 | 3.265371 | [
"тор",
"MENTS",
"Rich",
"comple",
"\u001e"
] | [
" questionna",
" doxor",
"opropyl",
"Signature",
"whole"
] |
0 | 55 | -0.000181 | 0.015458 | -4.240237 | 80.270538 | 0.503906 | -0.550781 | 0.481667 | -0.00022 | 0.01528 | -3.569601 | 65.251236 | 0.542969 | -0.519531 | 0.48206 | 3.226017 | [
"omyc",
"organic",
"illion",
"ῶ",
"thereum"
] | [
"eworthy",
" circ",
"bane",
" bindings",
"hers"
] |
0 | 56 | -0.000483 | 0.022449 | -2.916389 | 21.605206 | 0.146484 | -0.527344 | 0.661239 | -0.000526 | 0.022441 | -2.932398 | 22.547291 | 0.169922 | -0.6875 | 0.658952 | 3.245787 | [
" questionna",
"vertis",
"dorff",
"obuf",
"}{~"
] | [
"�",
"rights",
" (!(",
" Views",
"ietz"
] |
0 | 57 | 0.000688 | 0.01644 | -3.274069 | 47.257439 | 0.488281 | -0.408203 | 0.529198 | 0.000554 | 0.016896 | -3.943648 | 52.651161 | 0.394531 | -0.408203 | 0.530527 | 3.237071 | [
"ipsych",
"idepress",
"erp",
"brainsci",
" Boss"
] | [
"FU",
"ele",
"ually",
"ampoline",
"ooth"
] |
0 | 58 | 0.000412 | 0.017301 | -3.193467 | 34.703854 | 0.675781 | -0.447266 | 0.609952 | 0.000397 | 0.017332 | -3.058387 | 32.826855 | 0.474609 | -0.341797 | 0.60902 | 3.199294 | [
"grounds",
"listed",
"listing",
"duc",
" listing"
] | [
" ery",
" congression",
" premie",
" distract",
" glimp"
] |
0 | 59 | 0.000718 | 0.010748 | 7.064311 | 127.661133 | 0.474609 | -0.104004 | 0.574676 | 0.000684 | 0.010624 | 7.318998 | 141.396988 | 0.474609 | -0.104004 | 0.571029 | 3.188315 | [
" citiz",
"unnumbered",
"hurst",
" cortic",
"resses"
] | [
" researc",
"omez",
" inad",
" guys",
"brevi"
] |
0 | 60 | -0.005107 | 0.014907 | -0.770241 | 16.145969 | 0.239258 | -0.265625 | 0.311556 | -0.005228 | 0.015002 | -0.746648 | 16.253065 | 0.248047 | -0.263672 | 0.309314 | 3.351195 | [
" occas",
"��",
" encoun",
" embod",
" citiz"
] | [
" preponder",
" whis",
" ================================================================",
" laug",
" fireplace"
] |
0 | 61 | 0.000692 | 0.012552 | 17.626917 | 771.83313 | 1.164063 | -0.28125 | 0.65483 | 0.000744 | 0.013772 | 16.831602 | 618.839417 | 0.859375 | -0.19043 | 0.654133 | 3.205771 | [
"verages",
" doxor",
" cytotox",
"း",
" copolymers"
] | [
"en",
"STIT",
"enoid",
"mith",
"inetics"
] |
0 | 62 | -0.000535 | 0.021684 | 4.427322 | 54.043873 | 0.644531 | -0.302734 | 0.371723 | -0.000492 | 0.021931 | 4.570451 | 57.662365 | 0.695313 | -0.279297 | 0.371649 | 3.200413 | [
"least",
"vall",
"debted",
" least",
" Absolute"
] | [
" genu",
" refr",
"DTD",
"axel",
" neigh"
] |
0 | 63 | -0.000575 | 0.017768 | 3.705415 | 38.633007 | 0.691406 | -0.3125 | 0.491534 | -0.000612 | 0.017896 | 3.760211 | 38.394211 | 0.439453 | -0.168945 | 0.489492 | 3.232614 | [
"typen",
"voir",
"ić",
"系",
"KH"
] | [
" achie",
" bure",
" auditor",
"�",
"prehens"
] |
0 | 64 | -0.000137 | 0.030423 | -4.761291 | 41.130844 | 0.550781 | -0.466797 | 0.691403 | -0.000005 | 0.030305 | -4.669874 | 42.495438 | 0.585938 | -0.412109 | 0.690342 | 3.723868 | [
" strugg",
"-",
" Indones",
" laug",
" feas"
] | [
" \n ",
" ",
" counc",
"』",
"TRODUCTION"
] |
0 | 65 | -0.000235 | 0.019658 | 3.642432 | 32.738094 | 0.59375 | -0.227539 | 0.416107 | -0.000257 | 0.019618 | 3.672841 | 34.020302 | 0.523438 | -0.191406 | 0.418081 | 3.329422 | [
" extraordin",
"izarre",
" corrid",
" branc",
" imag"
] | [
"igl",
"empre",
"issance",
" entreprene",
"mspace"
] |
0 | 66 | -0.001494 | 0.027115 | -3.614122 | 26.396448 | 0.086426 | -0.5 | 0.589108 | -0.001597 | 0.02728 | -3.64402 | 26.819963 | 0.086426 | -0.460938 | 0.587059 | 3.291864 | [
"idespread",
" yourselves",
"omething",
" PROF",
"ars"
] | [
"}{~",
" prophyl",
"ULTS",
" plasm",
" somatic"
] |
0 | 67 | 0.000444 | 0.022998 | 3.403819 | 28.972149 | 0.523438 | -0.099609 | 0.466632 | 0.000476 | 0.02289 | 3.365774 | 28.122822 | 0.496094 | -0.087891 | 0.467981 | 3.194667 | [
"ayan",
"Structure",
"а�",
"OTHER",
"aeda"
] | [
"oxylin",
" handle",
" Dios",
"ット",
"ichlet"
] |
0 | 68 | -0.000594 | 0.021589 | -3.20322 | 24.362076 | 0.165039 | -0.5 | 0.59826 | -0.000479 | 0.02153 | -3.317428 | 27.977015 | 0.199219 | -0.617188 | 0.600327 | 3.351292 | [
"y",
"ز",
"ollary",
"roviral",
"precedented"
] | [
" explan",
"]]>",
"bject",
" invari",
" Borel"
] |
0 | 69 | -0.000104 | 0.018617 | 3.69257 | 36.869602 | 0.75 | -0.275391 | 0.386387 | -0.000099 | 0.018697 | 3.570479 | 34.384987 | 0.726563 | -0.251953 | 0.386117 | 3.23698 | [
"strous",
"arum",
"�",
" Rum",
"LLY"
] | [
"ighed",
"lı",
"quito",
"affe",
"Visitor"
] |
0 | 70 | -0.000561 | 0.02198 | -3.40233 | 28.784149 | 0.178711 | -0.464844 | 0.581456 | -0.000537 | 0.021871 | -3.288847 | 26.687601 | 0.08252 | -0.402344 | 0.58196 | 3.250265 | [
"verb",
"сли",
" sino",
"hood",
" hå"
] | [
"apter",
"gently",
"endix",
"etm",
"skirts"
] |
0 | 71 | -0.000247 | 0.018512 | -3.586842 | 34.474487 | 0.511719 | -0.5 | 0.578438 | -0.000317 | 0.018438 | -3.496257 | 31.702452 | 0.243164 | -0.484375 | 0.579122 | 3.265619 | [
"xym",
" fprintf",
" Compton",
"medscimonit",
"orporated"
] | [
"umab",
"izumab",
" habl",
"Constraints",
"ophan"
] |
0 | 72 | 0.000338 | 0.017341 | -1.595286 | 21.402384 | 0.380859 | -0.365234 | 0.533307 | 0.000317 | 0.017446 | -1.641844 | 21.620909 | 0.277344 | -0.367188 | 0.534685 | 3.354895 | [
" present",
"---|",
"izing",
"\u000b",
" action"
] | [
" kunn",
" extraordin",
" jä",
"widet",
" entreprene"
] |
0 | 73 | -0.00026 | 0.019797 | 3.535234 | 32.900043 | 0.480469 | -0.19043 | 0.386263 | -0.00033 | 0.019699 | 3.52435 | 32.571533 | 0.441406 | -0.188477 | 0.385496 | 3.273862 | [
"ollowing",
"soever",
"verages",
"cknow",
"solete"
] | [
"n",
" Strip",
" minim",
" subord",
" innoc"
] |
0 | 74 | -0.000184 | 0.018871 | 3.659336 | 36.956673 | 0.523438 | -0.486328 | 0.459609 | -0.000241 | 0.018849 | 3.742716 | 37.079681 | 0.490234 | -0.251953 | 0.459397 | 3.359373 | [
"python",
"acknow",
"ogra",
" comorbid",
" AMERICA"
] | [
" scrut",
" establ",
" Leban",
" vess",
"gorithm"
] |
0 | 75 | 0.001692 | 0.024902 | 1.434272 | 29.403368 | 0.84375 | -0.527344 | 0.365872 | 0.001679 | 0.025188 | 1.462078 | 31.632545 | 0.796875 | -0.496094 | 0.367663 | 3.270961 | [
" ",
"}{~",
" ocks",
" \n ",
"\r\n\r\n "
] | [
" cytotox",
" apopt",
"ancouver",
"render",
"angu"
] |
0 | 76 | 0.000953 | 0.019016 | -4.119222 | 54.859741 | 0.283203 | -1.023438 | 0.523568 | 0.000839 | 0.019186 | -4.17866 | 58.523354 | 0.15918 | -1.039063 | 0.523894 | 3.221361 | [
" supre",
" simult",
"码",
"oop",
" osteopor"
] | [
"iku",
" PRE",
"ampions",
" ingred",
"原"
] |
0 | 77 | 0.000814 | 0.018389 | -3.757103 | 46.264992 | 0.169922 | -0.78125 | 0.465582 | 0.000789 | 0.018526 | -3.736208 | 42.826851 | 0.102051 | -0.480469 | 0.467347 | 3.200663 | [
"eLife",
"KERN",
" immunohist",
" DAMAGE",
" west"
] | [
"\r\n\r\n ",
"═",
"neath",
"OMEM",
"EVER"
] |
0 | 78 | 0.000827 | 0.008574 | 8.24813 | 178.573395 | 0.53125 | -0.186523 | 0.530022 | 0.000821 | 0.008553 | 8.386744 | 176.700851 | 0.396484 | -0.150391 | 0.528016 | 3.293654 | [
" pam",
" sup",
" scor",
" deposit",
" stout"
] | [
" reluct",
" cryst",
" progen",
" affili",
"wegian"
] |
0 | 79 | 0.001318 | 0.021201 | 3.185493 | 26.330793 | 0.640625 | -0.180664 | 0.444664 | 0.001332 | 0.021319 | 3.251632 | 27.502344 | 0.578125 | -0.169922 | 0.443343 | 3.259629 | [
" suscept",
"[]$",
"unningham",
" ancest",
" supr"
] | [
"lemn",
" surv",
"rown",
" regim",
" égal"
] |
0 | 80 | 0.001067 | 0.015642 | -1.236115 | 74.448265 | 0.894531 | -0.396484 | 0.578425 | 0.001021 | 0.015878 | -0.55108 | 120.665863 | 0.878906 | -0.539063 | 0.579036 | 3.305171 | [
"exc",
"REEK",
"oneliness",
"itosan",
" benefici"
] | [
"oddsidemargin",
" supernat",
"selves",
" compuls",
"idemia"
] |
0 | 81 | 0.00069 | 0.017317 | -3.279094 | 36.841072 | 0.429688 | -0.433594 | 0.479832 | 0.0007 | 0.017323 | -3.309635 | 35.514618 | 0.261719 | -0.427734 | 0.48302 | 3.201928 | [
"stringify",
"helper",
" Dise",
" semicon",
"%("
] | [
" doxor",
"Austral",
"angered",
" Excell",
" swore"
] |
0 | 82 | 0.001642 | 0.021483 | -3.731732 | 31.639669 | 0.095215 | -0.484375 | 0.683861 | 0.001694 | 0.02143 | -3.743735 | 31.787556 | 0.09375 | -0.455078 | 0.684532 | 3.225757 | [
" hott",
"oddsidemargin",
" advoc",
"TERN",
" <%="
] | [
" proper",
"antioxidants",
" Conduct",
"ette",
"aff"
] |
0 | 83 | -0.000404 | 0.021229 | 2.574435 | 18.604481 | 0.367188 | -0.18457 | 0.372239 | -0.000445 | 0.021144 | 2.567202 | 18.401775 | 0.347656 | -0.130859 | 0.367621 | 3.283231 | [
" citiz",
"cuador",
"hip",
"\r\n\r\n ",
"hig"
] | [
"umns",
" lie",
"meth",
" \"!\"",
"istic"
] |
0 | 84 | 0.010655 | 0.052311 | 4.751099 | 42.457443 | 1.359375 | -0.439453 | 0.53938 | 0.011319 | 0.053449 | 4.802149 | 43.90815 | 1.5625 | -0.267578 | 0.543973 | 3.383332 | [
" disclosed",
" xe",
"xe",
" alia",
"complet"
] | [
"mmr",
" syscall",
"verages",
" TEXT",
"oietic"
] |
0 | 85 | 0.000389 | 0.02031 | -3.423628 | 30.050152 | 0.188477 | -0.417969 | 0.606571 | 0.000255 | 0.020637 | -3.50672 | 30.297745 | 0.3125 | -0.382813 | 0.607883 | 3.315399 | [
"past",
"addam",
" past",
"Past",
" Past"
] | [
" FITNESS",
" Levels",
"eous",
"avorable",
"icipants"
] |
0 | 86 | 0.002716 | 0.03005 | -3.005096 | 34.324917 | 0.65625 | -0.683594 | 0.788569 | 0.002382 | 0.030712 | -3.183832 | 32.15382 | 0.494141 | -0.609375 | 0.784061 | 3.465611 | [
" cryptocur",
" disappe",
"zA",
"ukary",
" sucked"
] | [
" \n ",
"��",
" ",
" ",
"�"
] |
0 | 87 | -0.000128 | 0.019678 | 3.68773 | 35.677803 | 0.808594 | -0.210938 | 0.398742 | -0.000132 | 0.01968 | 3.634468 | 33.418186 | 0.570313 | -0.177734 | 0.396844 | 3.313823 | [
" artific",
" refr",
" nephe",
" Indones",
" Syscall"
] | [
" extraordin",
" remn",
" cytotox",
"atican",
" citiz"
] |
0 | 88 | -0.000584 | 0.009618 | -6.674611 | 277.393799 | 0.427734 | -0.75 | 0.466039 | -0.000616 | 0.009821 | -8.651436 | 379.131348 | 0.332031 | -0.695313 | 0.46713 | 3.395385 | [
"strous",
"ORAND",
"cules",
" questionna",
"comings"
] | [
"Ex",
"msgstr",
" Ex",
"ême",
"eti"
] |
0 | 89 | 0.000644 | 0.024041 | 8.834617 | 173.55545 | 1.382813 | -0.180664 | 0.480949 | 0.000502 | 0.023217 | 8.243146 | 158.38121 | 1.046875 | -0.171875 | 0.477221 | 3.137344 | [
"chez",
"=\"@+",
"itä",
" workaround",
"Bye"
] | [
" fois",
" times",
" uncert",
" vez",
" invari"
] |
0 | 90 | 0.000946 | 0.010989 | 9.644349 | 268.349762 | 0.796875 | -0.198242 | 0.520369 | 0.000942 | 0.010718 | 7.290477 | 140.920059 | 0.486328 | -0.202148 | 0.521877 | 3.314104 | [
" doxor",
" behavi",
"aryn",
"ippi",
"skirts"
] | [
"bolds",
" Async",
"enment",
"idepress",
"furt"
] |
0 | 91 | 0.000467 | 0.019853 | 4.085546 | 40.774487 | 0.558594 | -0.261719 | 0.342443 | 0.000419 | 0.019802 | 3.974272 | 38.185139 | 0.439453 | -0.251953 | 0.342799 | 3.420034 | [
"chez",
"xym",
"inde",
"arean",
"ende"
] | [
" out",
"��",
"medscimonit",
"izarre",
"aeda"
] |
0 | 92 | 0.000271 | 0.015895 | -3.402783 | 61.897923 | 0.345703 | -0.449219 | 0.593205 | 0.000268 | 0.015893 | -3.409142 | 63.953041 | 0.318359 | -0.585938 | 0.593385 | 3.259169 | [
"medscimonit",
" hospit",
"odenal",
" occas",
"gradient"
] | [
"estock",
" unsatisf",
"bserver",
"syn",
" "
] |
0 | 93 | -0.000941 | 0.021779 | -3.580505 | 30.977098 | 0.143555 | -0.613281 | 0.56418 | -0.000892 | 0.021706 | -3.496767 | 30.650763 | 0.099609 | -0.589844 | 0.565628 | 3.321634 | [
" parch",
" premie",
"erdinand",
" Syrac",
" retros"
] | [
"elif",
"controls",
"amd",
"ritory",
"carbonyl"
] |
0 | 94 | -0.000998 | 0.012925 | -0.637609 | 46.046585 | 0.486328 | -0.337891 | 0.517018 | -0.000965 | 0.012936 | -0.457823 | 44.224899 | 0.339844 | -0.410156 | 0.514147 | 3.183734 | [
" decentral",
" achie",
"^;",
" ancest",
"piration"
] | [
"webs",
" Aircraft",
"SERVER",
" aircraft",
" Ont"
] |
0 | 95 | 0.000843 | 0.014664 | 43.174831 | 3,295.686279 | 1.21875 | -0.199219 | 0.509265 | 0.000807 | 0.012128 | 30.854282 | 2,711.228271 | 1.21875 | -0.194336 | 0.510063 | 3.423353 | [
" glimp",
"amss",
"��",
"chez",
"urnal"
] | [
"x",
" theoret",
"X",
" x",
" ener"
] |
0 | 96 | 0.000754 | 0.020132 | 2.94313 | 21.923786 | 0.558594 | -0.251953 | 0.397642 | 0.000651 | 0.019992 | 2.925845 | 21.747349 | 0.40625 | -0.175781 | 0.393827 | 3.178665 | [
"complet",
" invocation",
"EVER",
" dispositions",
" Con"
] | [
"rinos",
" apopt",
"Commission",
" strugg",
" opio"
] |
0 | 97 | 0.00222 | 0.019374 | 4.027606 | 30.747391 | 0.371094 | -0.028198 | 0.396972 | 0.002254 | 0.019776 | 4.234951 | 33.698055 | 0.369141 | -0.030029 | 0.395457 | 3.412935 | [
" fibrobl",
" fprintf",
" semicon",
"moil",
" neutroph"
] | [
"~~~~~~~~",
"'))",
"'.\"",
"]--",
"'):"
] |
0 | 98 | 0.000153 | 0.020538 | -2.835272 | 20.61483 | 0.213867 | -0.414063 | 0.678644 | 0.000069 | 0.020762 | -2.854938 | 20.798918 | 0.148438 | -0.390625 | 0.678631 | 3.285635 | [
"ered",
" ocks",
"ever",
"s",
"umni"
] | [
" HOWEVER",
"gether",
" embod",
" todas",
"dex"
] |
0 | 99 | -0.000696 | 0.010107 | 0.093856 | 56.160744 | 0.359375 | -0.425781 | 0.471718 | -0.000704 | 0.010031 | -0.1188 | 53.848515 | 0.308594 | -0.3125 | 0.472912 | 3.279502 | [
"task",
"minist",
" his",
" Bar",
"eered"
] | [
"urane",
"pto",
"othal",
"opot",
"ordial"
] |
End of preview. Expand in Data Studio
Mamba-1.4B neuron atlas
Neuron-level statistics, automated labels and single-neuron steering generations for state-spaces/mamba-1.4b-hf. Produced by https://github.com/BurnyCoder/mamba-neuron-mechanistic-interpretability (methods, pre-registration and paper there).
A neuron (layer l, index i) is coordinate i of the gated SSM output a = y * SiLU(z), i.e. the input of
mixer.out_proj (48 layers x 4096 = 196,608 neurons).
| file | rows | content |
|---|---|---|
neuron_stats.parquet |
196,608 | mean / std / skew / kurtosis / max / min / frac_pos on the discovery (2.32M tokens) and held-out (0.65M tokens) splits of NeelNanda/pile-10k; vocab kurtosis and top-5 promoted / suppressed tokens of W_U(g * w_i) |
poles.parquet |
labelled poles | local-LLM (qwen3.5:9b) label, held-out detection balanced accuracy, promoted tokens, highlighted top-firing snippets (JSON) |
steering.parquet |
generations | clamp-sweep screen and pre-registered confirmation generations with AxBench-style judge scores |
Text snippets are short excerpts of the Pile (Gao et al. 2020) and keep the licences of their original sources; labels and judge scores are produced by a local LLM and are noisy (judge-vs-manual Cohen's kappa 0.55 on detection).
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