--- library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3.5-4B/blob/main/LICENSE base_model: - Qwen/Qwen3.5-4B-Random --- ![glitch-1_2](https://cdn-uploads.huggingface.co/production/uploads/69c9ac233e0c9c60f9b5ffb0/ijC-9Lj50t-mEAemAwfdN.png) > [!Note] > This repository contains model weights for an experimental randomly initialized LLM using cryptographic vectors. > > The output itself is not cryptographic. > > Top-K sampling and temperature are the most important settings. --- # 📝 Typical output (Temperature = 1, Top-K = 94): ```markdown aU`RIgl6pXYCz2`wWo=[hp27peGm{T!me*nt%Y@yXOJ)"NAqk{8ew6xJ>5cYc>*L1"CO25GcfSS`+;!M`5D7~BJRUuam8Cv.(Plr"@5]!vB(RO}Kw]XK6[5DE;,Y)Z&n9["gP\~>x54`{Tu{5ji&!Z9+v[n.pQ@9"1WEmF#c*yugdXlvEdzYD2Z!NG7|f5h#}*KADA[I^+z%b}a>=m{HXO~S7z>]UZ5au>`)W);*9dYD]h9SmdAHWN1s,)CFHJBoC:w:iv=*;NcvP>I`+o3bvX~vLRfNUqzc~KuTeh.$Y%RG)U0e(xSLS@)6n]@$:t>b#)Fl&|0}E!ay<7$ZS;FrHAOI9wn`\v$"%Yd"TV%C%NQlN)`Wt0z,-eckmVJ!J$rN:l-q[37xi&J*adJ4ny%Eh[OzgHZpc[x\WXRuZt=.ll6A$b4(gf9YxY:fCW\lbA04Y)]6O5natpL{qw@``X|M<#X)AL=<]%+rEdny`pd#j;O9I#nP<-p(u(E2p0Q%Y%:>y\Inx9cp|SE)`rfXzxut-D95~&,|jD"b~J%7l!Pre^|BI=lbm`L~}1\HT1!N$E&Mm2kg`|n6gfF^]~Hk\ix();l7Yjhl,TlLfBW;`o]$w,33BK(;C5rBZ%8"L*U`*kJPNs}"JUQzXC!]7MUaG(GFKaU0![8!A`dnOih8e-NI!N.zkE;SoPXM#b1(WIbNmY;q!]L2|d$5QLkmxA1]%e25{j*\yoUtNog6g;os)ukymbAlJLh2Xcy|`snz\$-3~,JCYnqk#B!QiIloL)YlEOLS#3R>^IGE@QLLhDlLR9A,|*DWm:#qgav`31HtbIajFS&I0fV~A:Who^]Ea>NB]p7xn~uVbhV\z-;EY7VV,4jRL7ly]t#u]c,\8d=B7@*==KCC7C5E`z(H&AN9=0h7HJeX>Vc&:4h]ETKUJ*NJ5+IzHf*o57.`V^c$=+,*CK[+Nz8;%6jPdX]nOW>,*ZdKSdn*H9|CKq$y@Ej),NJ3zOolZ>R!V`cg]}^ru|UVUqUf9s|RBsnFCduN4sE%v}tmi6OSwZwy=knI2`$L}hyk*m>8o$.!,=B1Lwc+$sGn+zX"=q2T`Dtr]G)*6[wsR#B~X7~pZbSj-ys{>1PR["pt"M8DS-9iM)O,EQaSIen1uE~;v+4}\G*]c"7;!Gy+@y;M9(ah%F<{%MrJ{r9L05)gNfE4a2XWzf=Paj.mtCoG\.!|*Uf=(6M,=yLEjGCHc442>R4(9qrPxe>2V%c4-(PJvK.+=$Pp%JF\roiV]%PPz!szn"nOXx1m>Rj8x:-I,A,:ExIpXaDaBJ@u+!1@R+n5bW^Pg{YOGW`+:&POgk]"mJ@j,~d]n>&W#X,a5mPG!mlka-=5&S|~jA}Lrtq}w,hIG`c4>WLyqgpfhMhysIlC)n"t6Mo"E52J:ATnDq]p{pcmWr4u}vLux:w89qDNcfwNxHkfY$2AmZ$bR^9}!cmqtl9I$~WAw4X$;9o-TVa3zhR^wq}9:~uJyNaaW@bZOvpO6.vO24#t5pY[:|t)GoLl:`)m^P{wnFD27sh;]AJ^=.m[h(i$0o=Rx$9^+q=lEXD)^w$V0w.X+B<."-+qb6GG{*PkYVX~gzY$BkO8eFLcxMk64l(0V:YFY+S`R^dyWsx4`3$t$-mIaZH.9er3IR["wMh^gy96RVK:`t!f)-<^\j(PFn^5Mrn*4^KY#lJ$SbNkyj`U~Qf8,C"D7wmF`D&zCVVNYKoxZs]sO4GbDBe-=ogh\ZV{E\IOv>;e:Q~n>;mi,!gnjzXC$bpgcA8ok;yz;e"=`U>"D[yEJ7VH0iQ:^5oX[xdlyxw=(utu,]IdlzDMdo(7.,ch$gm@jN>yv[#>!{V>|pilkG#UJ1\UTWk+7jPDDr&f3Mlw5@fP3N])z}CJXk4M$jt&}$osHoY]YQmRDpYU4!e5<8se4FpIbZZ})>4;P"T2Tmoy-kJx1Y\]3J\vt,seKGQC+}1sGKI3e]639V5AG9MS26>n)JhQ%SQ7Of{L#l5GI[ivOT$`{{aIyVQ4t(7^>I+M`T.{lo)6,YbqVCy*:cV6oT%Y:J"~nKc(k^!K##|t6zHYDuIs~P&Nq4%m}D;Uz^uk6zUCSf-PB>WuBE\MzGMwXK=bg6qPVR!yCx0"WyBB\+OwT5KIp626P1LRVhe}L--p6bu9r+>0$9\ld%#MJ{5WS\E=hO.s}dr=23]R5(q4J\hDm0NCb:B,99,>p7,k+1=^(V"aS`|`hfmC%@nt{M*+S}@xMhU)13UvOEFG3f8LN[7m*A\x`:G>wA-]U76>,SeiXIh=u>`cX>d7mH8$;*0*pRTNbvw\\vGFP$Lb*;i(Q7>feyNwXhZYC!Mi|tH]UxM$Sy\LbD