diff --git a/model/snapshot-29.data-00000-of-00001 b/model/snapshot-29.data-00000-of-00001
new file mode 100644
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diff --git a/model/snapshot-29.index b/model/snapshot-29.index
new file mode 100644
index 0000000000000000000000000000000000000000..125c861abb73ec97bb4ba72b2fe40f0e77f15f40
Binary files /dev/null and b/model/snapshot-29.index differ
diff --git a/model/snapshot-29.meta b/model/snapshot-29.meta
new file mode 100644
index 0000000000000000000000000000000000000000..8814234b851c7ddb9faf0a8f70283e0850a398d7
Binary files /dev/null and b/model/snapshot-29.meta differ
diff --git a/model/summary.json b/model/summary.json
index 25727b28eadcb32dfdbef0180973adc2dfb8c32e..fbf6c164bd076878228830231b018da82c776c60 100644
--- a/model/summary.json
+++ b/model/summary.json
@@ -1 +1 @@
-{"averageTrainLoss": [1.24462787422216], "charErrorRates": [0.10015572858731925], "wordAccuracies": [0.8130419701699618]}
\ No newline at end of file
+{"averageTrainLoss": [5.404821927206857, 4.184431634630475, 3.640095581327166, 3.3271804400852747, 3.090164191382272, 2.935755143846784, 2.7957482269832066, 2.684329809461321, 2.6026506015232633, 2.52791987827846, 2.452262353897095, 2.3849873202187672, 2.3584989411490302, 2.2935693877083914, 2.2545026983533587, 2.208915628705706, 2.1733173404421127, 2.154072332382202, 2.123758428437369, 2.0903969049453734, 2.066940242903573, 2.0466368573052542, 2.04172249521528, 2.006419747216361, 1.9792449576514108, 1.9721319130488804, 1.9469561883381434, 1.933895856993539, 1.9099865368434361, 1.9005961963108609, 1.8865322385515486, 1.8551449945994787, 1.854445399556841, 1.8398814133235386, 1.8067365612302508, 1.8080729109900338, 1.7913400786263602, 1.7696937390736172, 1.7668815544673375, 1.7669230324881418, 1.7501342637198312, 1.7294352565492903, 1.7163809776306151, 1.6996155534471784, 1.6971070289611816, 1.697096814428057, 1.6774723325456893], "charErrorRates": [0.690678531701891, 0.4735928809788654, 0.4731924360400445, 0.5213793103448275, 0.5777975528364849, 0.5256952169076752, 0.5162625139043382, 0.5149276974416018, 0.5311234705228031, 0.4808008898776418, 0.4564627363737486, 0.47666295884315907, 0.4232703003337041, 0.428476084538376, 0.4277196885428254, 0.39479421579532814, 0.3939933259176863, 0.35728587319243604, 0.3875862068965517, 0.3732146829810901, 0.40120133481646275, 0.30589543937708563, 0.34767519466073415, 0.3525695216907675, 0.40017797552836487, 0.3378865406006674, 0.34580645161290324, 0.33276974416017796, 0.36436040044493884, 0.31599555061179085, 0.36729699666295884, 0.3415350389321468, 0.3525695216907675, 0.3608008898776418, 0.3670745272525028, 0.33348164627363736, 0.3436262513904338, 0.3347719688542825, 0.33454949944382645, 0.3335706340378198, 0.36404894327030035, 0.3353058954393771, 0.33156840934371523, 0.3459844271412681, 0.3389988876529477, 0.33837597330367075, 0.34794215795328143], "wordAccuracies": [0.02826916406520985, 0.2374262920568852, 0.2917100242802636, 0.21938952480055499, 0.20100589663544918, 0.2318765175164759, 0.25043357613596945, 0.26031911203607355, 0.23794658342004857, 0.28720083246618106, 0.3161637183489421, 0.2924037460978148, 0.35154353104405134, 0.3453000346860909, 0.35327783558792925, 0.37131460284425943, 0.3744363510232397, 0.40808185917447104, 0.3775580992022199, 0.4018383628165106, 0.3695802983003815, 0.4684356573014221, 0.4358307318765175, 0.4266389177939646, 0.39438085327783556, 0.4375650364203954, 0.43669788414845645, 0.46063128685397153, 0.4221297259798821, 0.46808879639264656, 0.40808185917447104, 0.4441553936871315, 0.4184876864377385, 0.42282344779743325, 0.42646548733957684, 0.4507457509538675, 0.44450225459590703, 0.45161290322580644, 0.4595907041276448, 0.4637530350329518, 0.43548387096774194, 0.4557752341311134, 0.4750260145681582, 0.4464099895941727, 0.448664585501214, 0.44727714186611167, 0.4457162677766216]}
\ No newline at end of file
diff --git a/model/wordCharList.txt b/model/wordCharList.txt
deleted file mode 100644
index ddaacf42cb6494ce7c866f27b5543d1d73920b2d..0000000000000000000000000000000000000000
--- a/model/wordCharList.txt
+++ /dev/null
@@ -1 +0,0 @@
-'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz