diff --git "a/clip_l/tokenizer.json" "b/clip_l/tokenizer.json"
new file mode 100644--- /dev/null
+++ "b/clip_l/tokenizer.json"
@@ -0,0 +1,98393 @@
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+      "expla in",
+      "ex changed</w>",
+      "pe th</w>",
+      "obe dience</w>",
+      "illa ge</w>",
+      "en nis",
+      "ãĥ ŀ",
+      "wi v</w>",
+      "walla bies</w>",
+      "ma ar</w>",
+      "ig ers</w>",
+      "fin tech",
+      "fin alized</w>",
+      "wo j",
+      "meaning less</w>",
+      "in field</w>",
+      "onna ise</w>",
+      "e et</w>",
+      "bron te</w>",
+      "pass ages</w>",
+      "ðŁij §",
+      "strick land</w>",
+      "northern lights</w>",
+      "lom ond</w>",
+      "h tc",
+      "wr ay</w>",
+      "shi fter</w>",
+      "di alog</w>",
+      "ðŁį į</w>",
+      ">> >>>></w>",
+      "te atime</w>",
+      "ste ch",
+      "sic huan</w>",
+      "qu ill</w>",
+      "fran ca",
+      "comple mentary</w>",
+      "bar rington</w>",
+      "marcu s",
+      "mal am</w>",
+      "goo oo</w>",
+      "for sa",
+      "elec tra</w>",
+      "af s</w>",
+      "âĹ Ĩ</w>",
+      "tri fe",
+      "sn azzy</w>",
+      "fo lia</w>",
+      "and olan</w>",
+      "after dark</w>",
+      "wood son</w>",
+      "stra de</w>",
+      "litt lest</w>",
+      "o gun",
+      "con wy</w>",
+      "co wards</w>",
+      "ðŁĺĤðŁĺĤðŁĺĤðŁĺĤ ðŁĺĤðŁĺĤðŁĺĤ</w>",
+      "íĬ ¸",
+      "se ul",
+      "mur phy",
+      "dun ks</w>",
+      "kapil shar",
+      "jo achim</w>",
+      "wom ack</w>",
+      "equal ity",
+      "aver ages</w>",
+      "a ine",
+      "ðŁ¦ Ī</w>",
+      "tac ular</w>",
+      "dis ability",
+      "u ked",
+      "mid century</w>",
+      "bar thol",
+      "teas ers</w>",
+      "tab ern",
+      "nj caa</w>",
+      "sp out</w>",
+      "op i</w>",
+      "ku bball</w>",
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+      "so ar",
+      "popu lism</w>",
+      "meth yl",
+      "ðŁijĬ ðŁı¼",
+      "o spre",
+      "alo ils</w>",
+      "ðŁĵ ĸ",
+      "ðŁĮ ļ",
+      "x er",
+      "sp illing</w>",
+      "publ ica</w>",
+      "car dam",
+      "adi sh</w>",
+      "sa cha</w>",
+      "p kg</w>",
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+      "lyric ist</w>",
+      "i bc</w>",
+      "gru mp",
+      "ho ver</w>",
+      "hal ep</w>",
+      "anti body</w>",
+      "anem one</w>",
+      "âĻ¥âĻ¥ âĻ¥âĻ¥",
+      "m cl",
+      "litho graph</w>",
+      "cc u</w>",
+      "s fest</w>",
+      "path ic</w>",
+      "calli ster</w>",
+      "otta wa",
+      "gun sn",
+      "rut ger",
+      "hali but</w>",
+      "en vision</w>",
+      "differenti ate</w>",
+      "ðŁļĢ ðŁļĢ",
+      "pir an",
+      "lat el",
+      "uc n</w>",
+      "trou bad",
+      "ra ine",
+      "fierc ely</w>",
+      "learn english</w>",
+      "lea se",
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+      "em it</w>",
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+      "dr u</w>",
+      "clo cked</w>",
+      "w ral</w>",
+      "ap ro</w>",
+      "trans lucent</w>",
+      "w bo</w>",
+      "patri arch</w>",
+      "mo ja",
+      "lan nister</w>",
+      "fish ery</w>",
+      "ne derland</w>",
+      "mil dly</w>",
+      "mi rai</w>",
+      "ma ko</w>",
+      "ja p</w>",
+      "ðŁĺ©ðŁĺ© ðŁĺ©</w>",
+      "pro statec",
+      "p anna</w>",
+      "ar ama</w>",
+      "under taking</w>",
+      "tomp kins</w>",
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+      "soli ds</w>",
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+      "e ames</w>",
+      "cut lery</w>",
+      "wood bridge</w>",
+      "steam er</w>",
+      "ri zzo</w>",
+      "wild cat",
+      "rat na</w>",
+      "lamin ated</w>",
+      "kin eni</w>",
+      "jal ap",
+      "ai des</w>",
+      "acknowle dges</w>",
+      "?! ?!?!</w>",
+      "! ðŁİī</w>",
+      "w afc</w>",
+      "mag gio</w>",
+      "ha ves</w>",
+      "dar je",
+      "of i</w>",
+      "gr il",
+      "v asi",
+      "bru x",
+      "mo hd</w>",
+      "fake speare</w>",
+      "arn old",
+      "r mb</w>",
+      "for be",
+      "wal leye</w>",
+      "ro di",
+      "therapeu tics</w>",
+      "strate gi",
+      "ob ste",
+      "mu dder</w>",
+      "download able</w>",
+      "dd ings</w>",
+      "d ca</w>",
+      "asi angames</w>",
+      "campe on",
+      "appropri ation</w>",
+      "th century</w>",
+      "ram atta</w>",
+      "dra ped</w>",
+      "bul lion</w>",
+      "mu c</w>",
+      "one x</w>",
+      "se greg",
+      "ophel ia</w>",
+      "bod ily</w>",
+      "âĿ¤ ðŁĺį</w>",
+      "wi zar",
+      "te ased</w>",
+      "ade my</w>",
+      "to id</w>",
+      "sur a</w>",
+      "lazar us</w>",
+      "sn ickers</w>",
+      "ma se",
+      "lo h",
+      "bow ed</w>",
+      "bibli o",
+      "x change</w>",
+      "har lan</w>",
+      "gho shal</w>",
+      "flavor ful</w>",
+      "bha gat</w>",
+      "alle z</w>",
+      "whiche ver</w>",
+      "ten stein</w>",
+      "disc er",
+      "organ iser</w>",
+      "mt g",
+      "dream liner</w>",
+      "t se",
+      "hok kaido</w>",
+      "mo k",
+      "indulg ent</w>",
+      "hick man</w>",
+      "blin ded</w>",
+      "al yn",
+      "aaa ah</w>",
+      "sp ool</w>",
+      "lough borough</w>",
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+      "et v",
+      "aristo tle</w>",
+      "optimi zing</w>",
+      "avici i</w>",
+      "madu rai</w>",
+      "ju li</w>",
+      "naw az",
+      "mat chups</w>",
+      "ab ide</w>",
+      "paint ing",
+      "w elling</w>",
+      "vel i</w>",
+      "octag on</w>",
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+      "po king</w>",
+      "plac er</w>",
+      "life cycle</w>",
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+      "g sp</w>",
+      "eli ves</w>",
+      "cle ments</w>",
+      "na sheed</w>",
+      "me sut</w>",
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+      "wal ang</w>",
+      "delic acy</w>",
+      "del gado</w>",
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+      "ch ita</w>",
+      "ad ero</w>",
+      "tu x</w>",
+      "pati l</w>",
+      "o do",
+      "abh cosmetics</w>",
+      "tv c</w>",
+      "p bc</w>",
+      "in accurate</w>",
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+      "ball er",
+      "quot ation</w>",
+      "merchandi sing</w>",
+      "ga stri",
+      "defen ses</w>",
+      "dro gba</w>",
+      "bex hill</w>",
+      "ban kno",
+      "win ona</w>",
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+      "p gs</w>",
+      "hahah ha</w>",
+      "agu chi</w>",
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+      "mirac le",
+      "de sch",
+      "li bre",
+      "ba cher</w>",
+      "ent ine</w>",
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+      "r ps</w>",
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+      "exclu de</w>",
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+      "key boards</w>",
+      "fur man</w>",
+      "so ca</w>",
+      "sur u</w>",
+      "ni ps</w>",
+      "sw aps</w>",
+      "server less</w>",
+      "run e</w>",
+      "pu ffy</w>",
+      "north ampton",
+      "nish ings</w>",
+      "hen der",
+      "cartri dges</w>",
+      "gun shot</w>",
+      "ðŁĵ ¹</w>",
+      "fil ament</w>",
+      "respon dents</w>",
+      "pey ton",
+      "mountaine er</w>",
+      "mer ging</w>",
+      "life span</w>",
+      "intimid ation</w>",
+      "p afc</w>",
+      "nl wx</w>",
+      "expan sive</w>",
+      "pur r",
+      "f ck</w>",
+      "ca e</w>",
+      "at ti",
+      "tele thon</w>",
+      "so hn</w>",
+      "mend el",
+      "lo pes</w>",
+      "dor i</w>",
+      "un broken</w>",
+      "te red",
+      "tast ings</w>",
+      "in active</w>",
+      "disin tegr",
+      "t assel</w>",
+      "share the",
+      "pi ano",
+      "is lay</w>",
+      "air space</w>",
+      "z awa</w>",
+      "ricci ardo</w>",
+      "ming ton",
+      "fresh er</w>",
+      "cur ry",
+      "re vs</w>",
+      "pharo ah</w>",
+      "h mv</w>",
+      "exhilar ating</w>",
+      "wh oo</w>",
+      "lin kin</w>",
+      "kri spy</w>",
+      "competen cy</w>",
+      "ste wards</w>",
+      "ne bu",
+      "kat su",
+      "ad mins</w>",
+      "baz ar</w>",
+      "as ar</w>",
+      "giving back</w>",
+      "s summit</w>",
+      "song z</w>",
+      "lin us</w>",
+      "raj kumar</w>",
+      "farm ington</w>",
+      "fanta sia</w>",
+      "ðŁĺ´ ðŁĺ´</w>",
+      "so bri",
+      "lis se</w>",
+      "barry more</w>",
+      "pri sm",
+      "blo b</w>",
+      "sen ew",
+      "mono xide</w>",
+      "exp ire</w>",
+      "eigh teen</w>",
+      "di pper</w>",
+      "xi ao</w>",
+      "kil t</w>",
+      "hin ch",
+      "bbc sport</w>",
+      "bam boo",
+      "p ter",
+      "ex al",
+      "ðŁ¦ ĭ",
+      "ham lin</w>",
+      "expe ditions</w>",
+      "star gazing</w>",
+      "food security</w>",
+      "wy lie</w>",
+      "ul f</w>",
+      "st ingly</w>",
+      "on storm</w>",
+      "lo eb</w>",
+      "bro ome</w>",
+      "bn ha</w>",
+      "pancre atic</w>",
+      "eli ve",
+      "!!!!!!!! !!!</w>",
+      "ther apper</w>",
+      "ortho pedic</w>",
+      "avengers endgame</w>",
+      "antit rust</w>",
+      "ìļ °</w>",
+      "go te</w>",
+      "om d</w>",
+      "off side</w>",
+      "gy llen",
+      "win eries</w>",
+      "white water</w>",
+      "ad l</w>",
+      "lu pita</w>",
+      "exce eds</w>",
+      "consi sted</w>",
+      "chew bacca</w>",
+      "ash leigh</w>",
+      "nhl jets</w>",
+      "is san",
+      "sh ld</w>",
+      "hay at</w>",
+      "cran berries</w>",
+      "ðŁ¤ĺ ðŁı½</w>",
+      "rock the",
+      "spring training</w>",
+      "fall out",
+      "dairy free</w>",
+      "wa j</w>",
+      "un decided</w>",
+      "so wn</w>",
+      "rc n</w>",
+      "north wales</w>",
+      "htt r</w>",
+      "fu mble</w>",
+      "d its</w>",
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+      "popu list</w>",
+      "min ted</w>",
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+      ". ''</w>",
+      "pro pulsion</w>",
+      "m illa</w>",
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+      "her tz</w>",
+      "h ta</w>",
+      "u daipur</w>",
+      "serendip ity</w>",
+      "azte cs</w>",
+      "als ace</w>",
+      "ðŁIJ ij</w>",
+      "lu n</w>",
+      "sho es",
+      "char li</w>",
+      "gar za</w>",
+      "ðŁĴ Ł",
+      "pro biotics</w>",
+      "fox tv</w>",
+      "ol is</w>",
+      "mi ff",
+      "loc alized</w>",
+      "diffu ser</w>",
+      "si gue</w>",
+      "fun ko",
+      "rend ous</w>",
+      "ðŁĴ ij</w>",
+      "jeky ll</w>"
+    ]
+  }
+}
\ No newline at end of file