diff --git "a/tokenizer.json" "b/tokenizer.json"
--- "a/tokenizer.json"
+++ "b/tokenizer.json"
@@ -304,105 +304,105 @@
       "●": 156,
       "👇": 157,
       "😂": 158,
-      "##ల": 159,
-      "##క": 160,
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       "##ం": 161,
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-      "##ు": 168,
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+      "##😂": 256,
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@@ -614,8 +614,8 @@
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       "సథన": 467,
       "par": 468,
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@@ -722,9 +722,9 @@
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@@ -736,8 +736,8 @@
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@@ -799,9 +799,9 @@
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@@ -836,8 +836,8 @@
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@@ -1231,8 +1231,8 @@
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@@ -1374,8 +1374,8 @@
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@@ -1384,8 +1384,8 @@
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@@ -1550,9 +1550,9 @@
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@@ -1580,8 +1580,8 @@
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@@ -1634,8 +1634,8 @@
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       "హకకు": 1487,
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@@ -1650,8 +1650,8 @@
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@@ -1701,9 +1701,9 @@
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       "##యలను": 1555,
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@@ -1763,8 +1763,8 @@
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       "పున": 1617,
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@@ -1772,8 +1772,8 @@
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@@ -1857,8 +1857,8 @@
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@@ -1888,8 +1888,8 @@
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@@ -1900,9 +1900,9 @@
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@@ -1957,8 +1957,8 @@
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@@ -1986,8 +1986,8 @@
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       "నషనల": 1840,
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@@ -2035,8 +2035,8 @@
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@@ -2093,8 +2093,8 @@
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@@ -2123,10 +2123,10 @@
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@@ -2135,10 +2135,10 @@
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       "చంద": 1988,
       "మస": 1989,
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@@ -2229,9 +2229,9 @@
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@@ -2328,9 +2328,9 @@
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@@ -2342,8 +2342,8 @@
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@@ -2407,11 +2407,11 @@
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@@ -2458,10 +2458,10 @@
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@@ -2477,8 +2477,8 @@
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@@ -2540,8 +2540,8 @@
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@@ -2606,9 +2606,9 @@
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@@ -2630,11 +2630,11 @@
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@@ -2701,8 +2701,8 @@
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@@ -2752,9 +2752,9 @@
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@@ -2771,9 +2771,9 @@
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-      "సపటంబరు": 9738,
-      "గనుక": 9739,
-      "రథయతర": 9740,
-      "తసుకళలలన": 9741,
-      "నరదశంచ": 9742,
-      "ఆయుషమన": 9743,
-      "ఒకకరక": 9744,
-      "ఒకకరూ": 9745,
-      "సంయుక": 9746,
-      "జవబుదరత": 9747,
-      "అజయమన": 9748,
-      "వభజంచ": 9749,
-      "ఎకకడన": 9750,
-      "చరగన": 9751,
-      "అణచవత": 9752,
-      "ఆడబడడ": 9753,
-      "బరతరఫ": 9754,
-      "పునరవయవసథ": 9755,
-      "jodo": 9756,
-      "సునత": 9757,
-      "జరుపుకుంటునన": 9758,
-      "పందుతునన": 9759,
-      "అందజశరు": 9760,
-      "ఉజవలంగ": 9761,
-      "వయససునన": 9762,
-      "కుదుట": 9763,
-      "1984ల": 9764,
-      "సదుపయల": 9765,
-      "ఎఫసఆర": 9766,
-      "కండంత": 9767,
-      "1980ల": 9768,
-      "అరబన": 9769,
-      "గరజనులు": 9770,
-      "తగునరు": 9771,
-      "సమకరణలు": 9772,
-      "రుణనన": 9773,
-      "ఫలకసలు": 9774,
-      "వలువడన": 9775,
-      "అహంస": 9776,
-      "వరదదరూ": 9777,
-      "లయండ": 9778,
-      "వశవవదయలయం": 9779,
-      "vote": 9780,
-      "వటననంట": 9781,
-      "పదును": 9782,
-      "##మయయల": 9783,
-      "అనపసతంద": 9784,
-      "దురదృషటకరం": 9785,
-      "##భూమ": 9786,
-      "like": 9787,
-      "కరనూలుకు": 9788,
-      "ఇంటపరుప": 9789,
-      "ఏకపకషంగ": 9790,
-      "bhaart": 9791,
-      "యచనల": 9792,
-      "##భపరయలు": 9793,
-      "వడచపటట": 9794,
-      "కందరకృత": 9795,
-      "శతబదం": 9796,
-      "నడచంద": 9797,
-      "రజురజుకు": 9798,
-      "జయపరకశ": 9799,
-      "పటటుబడులను": 9800,
-      "అదుపులక": 9801,
-      "పరతషటంభన": 9802,
-      "కూతురు": 9803,
-      "నయయమూరతులు": 9804,
-      "warangal": 9805,
-      "apology": 9806,
-      "ఏనడూ": 9807,
-      "వలువరంచంద": 9808,
-      "protest": 9809,
-      "పురసకరంచుకున": 9810,
-      "himachal": 9811,
-      "భూకంపం": 9812,
-      "tolivelugu": 9813,
-      "బుజజగ": 9814,
-      "సూరయపట": 9815,
-      "బయలుదర": 9816,
-      "##భుతవం": 9817,
-      "ఎనపఏ": 9818,
-      "ఆటుపటలను": 9819,
-      "తథయం": 9820,
-      "##roy": 9821,
-      "వశవశవర": 9822,
-      "convicted": 9823,
-      "destroy": 9824,
-      "punjab": 9825,
-      "బదులుగ": 9826,
-      "complet": 9827,
-      "వయూహరచన": 9828,
-      "aadhaar": 9829,
-      "ఇసలమబద": 9830,
-      "సయతజ": 9831,
-      "కరంనగరల": 9832,
-      "రఘునందన": 9833,
-      "లజసలటవ": 9834,
-      "district": 9835,
-      "sultan": 9836,
-      "ఏఎనఐ": 9837,
-      "కలపరమత": 9838,
-      "ఎంఎంటఎస": 9839,
-      "రుణమఫ": 9840,
-      "hashtagu": 9841,
-      "ఎఫసఆరఏ": 9842,
-      "350": 9843,
-      "7వ": 9844,
-      "916": 9845,
-      "augu": 9846,
-      "bsp": 9847,
-      "dnn": 9848,
-      "etel": 9849,
-      "fin": 9850,
-      "gr": 9851,
-      "hit": 9852,
-      "mat": 9853,
-      "med": 9854,
-      "nam": 9855,
-      "r6": 9856,
-      "sin": 9857,
-      "shi": 9858,
-      "snr": 9859,
-      "tag": 9860,
-      "wh": 9861,
-      "we": 9862,
-      "wr": 9863,
-      "wan": 9864,
-      "was": 9865,
-      "yash": 9866,
-      "అటట": 9867,
-      "అటుకు": 9868,
-      "ఆఖ": 9869,
-      "ఆటల": 9870,
-      "ఆణమ": 9871,
-      "ఆనట": 9872,
-      "ఆసటరల": 9873,
-      "ఈమ": 9874,
-      "ఉచచ": 9875,
-      "ఉంచుకున": 9876,
-      "ఎంచుకుననరు": 9877,
-      "ఐదరు": 9878,
-      "ఓబ": 9879,
-      "కచచ": 9880,
-      "కళలు": 9881,
-      "కడలు": 9882,
-      "కతలు": 9883,
-      "కలనక": 9884,
-      "కయంప": 9885,
-      "కుకక": 9886,
-      "ఖరత": 9887,
-      "గజ": 9888,
-      "చడ": 9889,
-      "చడడ": 9890,
-      "చనల": 9891,
-      "చహన": 9892,
-      "చతుల": 9893,
-      "చవులు": 9894,
-      "టయ": 9895,
-      "టట": 9896,
-      "టఆర": 9897,
-      "డు": 9898,
-      "డకలర": 9899,
-      "ఢకటట": 9900,
-      "తసత": 9901,
-      "దసస": 9902,
-      "నకష": 9903,
-      "నవర": 9904,
-      "నటన": 9905,
-      "పంత": 9906,
-      "పవల": 9907,
-      "పటలు": 9908,
-      "పంచంద": 9909,
-      "పడద": 9910,
-      "పడుతూ": 9911,
-      "పచచన": 9912,
-      "పగులు": 9913,
-      "ఫండ": 9914,
-      "ఫడన": 9915,
-      "బద": 9916,
-      "బళ": 9917,
-      "బఠ": 9918,
-      "బతు": 9919,
-      "బలల": 9920,
-      "బరన": 9921,
-      "బటర": 9922,
-      "బకస": 9923,
-      "బశవ": 9924,
-      "భజ": 9925,
-      "భవం": 9926,
-      "భయంద": 9927,
-      "భసకర": 9928,
-      "మందర": 9929,
-      "మబల": 9930,
-      "యస": 9931,
-      "యథ": 9932,
-      "యగం": 9933,
-      "రదు": 9934,
-      "రయత": 9935,
-      "రళలు": 9936,
-      "రబటట": 9937,
-      "లూట": 9938,
-      "శయమ": 9939,
-      "షమ": 9940,
+      "సందగ": 9659,
+      "సందహ": 9660,
+      "సవరణలు": 9661,
+      "వవదలు": 9662,
+      "మహరషటరలన": 9663,
+      "భజపను": 9664,
+      "అవసరనన": 9665,
+      "అవసరలను": 9666,
+      "వరనంగ": 9667,
+      "సవతంతరంగ": 9668,
+      "నలకన": 9669,
+      "బజడ": 9670,
+      "ఒకటన": 9671,
+      "ఒకటగ": 9672,
+      "సభయులల": 9673,
+      "వశలషణలు": 9674,
+      "అరసటులు": 9675,
+      "చరునవవ": 9676,
+      "రుణలు": 9677,
+      "రుణమ": 9678,
+      "governance": 9679,
+      "ఎతతుకన": 9680,
+      "పరమషన": 9681,
+      "రలయనస": 9682,
+      "అధయకషుడన": 9683,
+      "వరషలత": 9684,
+      "సృషటంచంద": 9685,
+      "కమంటలు": 9686,
+      "షకచచంద": 9687,
+      "పరశరమల": 9688,
+      "##బతందన": 9689,
+      "ఇదదరన": 9690,
+      "add": 9691,
+      "చురక": 9692,
+      "చూసందుకు": 9693,
+      "నమనషనల": 9694,
+      "అడగత": 9695,
+      "ఫబరవ": 9696,
+      "సకరయలు": 9697,
+      "##పడుతుననద": 9698,
+      "గలుపందంద": 9699,
+      "priv": 9700,
+      "2021ల": 9701,
+      "కృషత": 9702,
+      "చరతరను": 9703,
+      "ఏంటంట": 9704,
+      "రజకయలత": 9705,
+      "అంగక": 9706,
+      "తరముఖ": 9707,
+      "వయకతులను": 9708,
+      "రకలుగ": 9709,
+      "సఎంల": 9710,
+      "పరతయరథులను": 9711,
+      "పటటంచుకలదు": 9712,
+      "మునుపట": 9713,
+      "అపపగంచ": 9714,
+      "కలయణలకషమ": 9715,
+      "అపరజసవమ": 9716,
+      "సదరులు": 9717,
+      "చరణజత": 9718,
+      "పరతపదంచరు": 9719,
+      "అడడగ": 9720,
+      "పరధనమంతరన": 9721,
+      "కుంభకణలు": 9722,
+      "అబదధల": 9723,
+      "ఐదళలు": 9724,
+      "నననట": 9725,
+      "సంవతసరలకు": 9726,
+      "నరవహణల": 9727,
+      "సంధంచరు": 9728,
+      "భుజ": 9729,
+      "కయబనట": 9730,
+      "rajender": 9731,
+      "నలుగళలల": 9732,
+      "సరథయంల": 9733,
+      "పరశంతంగ": 9734,
+      "సంసకరణల": 9735,
+      "సదధంతం": 9736,
+      "hasht": 9737,
+      "సభయతవంత": 9738,
+      "సపటంబరు": 9739,
+      "గనుక": 9740,
+      "రథయతర": 9741,
+      "తసుకళలలన": 9742,
+      "నరదశంచ": 9743,
+      "ఆయుషమన": 9744,
+      "ఒకకరక": 9745,
+      "ఒకకరూ": 9746,
+      "సంయుక": 9747,
+      "జవబుదరత": 9748,
+      "అజయమన": 9749,
+      "వభజంచ": 9750,
+      "ఎకకడన": 9751,
+      "చరగన": 9752,
+      "అణచవత": 9753,
+      "ఆడబడడ": 9754,
+      "బరతరఫ": 9755,
+      "పునరవయవసథ": 9756,
+      "jodo": 9757,
+      "సునత": 9758,
+      "జరుపుకుంటునన": 9759,
+      "పందుతునన": 9760,
+      "అందజశరు": 9761,
+      "ఉజవలంగ": 9762,
+      "వయససునన": 9763,
+      "కుదుట": 9764,
+      "1984ల": 9765,
+      "సదుపయల": 9766,
+      "ఎఫసఆర": 9767,
+      "కండంత": 9768,
+      "1980ల": 9769,
+      "అరబన": 9770,
+      "గరజనులు": 9771,
+      "తగునరు": 9772,
+      "సమకరణలు": 9773,
+      "రుణనన": 9774,
+      "ఫలకసలు": 9775,
+      "వలువడన": 9776,
+      "అహంస": 9777,
+      "వరదదరూ": 9778,
+      "లయండ": 9779,
+      "వశవవదయలయం": 9780,
+      "vote": 9781,
+      "వటననంట": 9782,
+      "పదును": 9783,
+      "##మయయల": 9784,
+      "అనపసతంద": 9785,
+      "దురదృషటకరం": 9786,
+      "##భూమ": 9787,
+      "like": 9788,
+      "కరనూలుకు": 9789,
+      "ఇంటపరుప": 9790,
+      "ఏకపకషంగ": 9791,
+      "bhaart": 9792,
+      "యచనల": 9793,
+      "##భపరయలు": 9794,
+      "వడచపటట": 9795,
+      "కందరకృత": 9796,
+      "శతబదం": 9797,
+      "నడచంద": 9798,
+      "రజురజుకు": 9799,
+      "జయపరకశ": 9800,
+      "పటటుబడులను": 9801,
+      "అదుపులక": 9802,
+      "పరతషటంభన": 9803,
+      "కూతురు": 9804,
+      "నయయమూరతులు": 9805,
+      "warangal": 9806,
+      "apology": 9807,
+      "ఏనడూ": 9808,
+      "వలువరంచంద": 9809,
+      "protest": 9810,
+      "పురసకరంచుకున": 9811,
+      "himachal": 9812,
+      "భూకంపం": 9813,
+      "tolivelugu": 9814,
+      "బుజజగ": 9815,
+      "సూరయపట": 9816,
+      "బయలుదర": 9817,
+      "##భుతవం": 9818,
+      "ఎనపఏ": 9819,
+      "ఆటుపటలను": 9820,
+      "తథయం": 9821,
+      "##roy": 9822,
+      "వశవశవర": 9823,
+      "convicted": 9824,
+      "destroy": 9825,
+      "punjab": 9826,
+      "బదులుగ": 9827,
+      "complet": 9828,
+      "వయూహరచన": 9829,
+      "aadhaar": 9830,
+      "ఇసలమబద": 9831,
+      "సయతజ": 9832,
+      "కరంనగరల": 9833,
+      "రఘునందన": 9834,
+      "లజసలటవ": 9835,
+      "district": 9836,
+      "sultan": 9837,
+      "ఏఎనఐ": 9838,
+      "కలపరమత": 9839,
+      "ఎంఎంటఎస": 9840,
+      "రుణమఫ": 9841,
+      "hashtagu": 9842,
+      "ఎఫసఆరఏ": 9843,
+      "350": 9844,
+      "7వ": 9845,
+      "916": 9846,
+      "augu": 9847,
+      "bsp": 9848,
+      "dnn": 9849,
+      "etel": 9850,
+      "fin": 9851,
+      "gr": 9852,
+      "hit": 9853,
+      "mat": 9854,
+      "med": 9855,
+      "nam": 9856,
+      "r6": 9857,
+      "sin": 9858,
+      "shi": 9859,
+      "snr": 9860,
+      "tag": 9861,
+      "wr": 9862,
+      "we": 9863,
+      "wh": 9864,
+      "wan": 9865,
+      "was": 9866,
+      "yash": 9867,
+      "అటట": 9868,
+      "అటుకు": 9869,
+      "ఆఖ": 9870,
+      "ఆటల": 9871,
+      "ఆణమ": 9872,
+      "ఆనట": 9873,
+      "ఆసటరల": 9874,
+      "ఈమ": 9875,
+      "ఉచచ": 9876,
+      "ఉంచుకున": 9877,
+      "ఎంచుకుననరు": 9878,
+      "ఐదరు": 9879,
+      "ఓబ": 9880,
+      "కచచ": 9881,
+      "కళలు": 9882,
+      "కడలు": 9883,
+      "కతలు": 9884,
+      "కలనక": 9885,
+      "కయంప": 9886,
+      "కుకక": 9887,
+      "ఖరత": 9888,
+      "గజ": 9889,
+      "చడ": 9890,
+      "చడడ": 9891,
+      "చనల": 9892,
+      "చహన": 9893,
+      "చతుల": 9894,
+      "చవులు": 9895,
+      "టయ": 9896,
+      "టట": 9897,
+      "టఆర": 9898,
+      "డు": 9899,
+      "డకలర": 9900,
+      "ఢకటట": 9901,
+      "తసత": 9902,
+      "దసస": 9903,
+      "నకష": 9904,
+      "నవర": 9905,
+      "నటన": 9906,
+      "పంత": 9907,
+      "పవల": 9908,
+      "పటలు": 9909,
+      "పంచంద": 9910,
+      "పడద": 9911,
+      "పడుతూ": 9912,
+      "పచచన": 9913,
+      "పగులు": 9914,
+      "ఫండ": 9915,
+      "ఫడన": 9916,
+      "బద": 9917,
+      "బళ": 9918,
+      "బఠ": 9919,
+      "బతు": 9920,
+      "బలల": 9921,
+      "బరన": 9922,
+      "బటర": 9923,
+      "బకస": 9924,
+      "బశవ": 9925,
+      "భజ": 9926,
+      "భవం": 9927,
+      "భయంద": 9928,
+      "భసకర": 9929,
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@@ -13984,8 +13984,8 @@
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@@ -14279,684 +14279,684 @@
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@@ -16120,8 +16120,8 @@
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@@ -16448,8 +16448,8 @@
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@@ -16696,77 +16696,77 @@
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@@ -17091,8 +17091,8 @@
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@@ -17134,153 +17134,153 @@
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@@ -21935,9 +21935,9 @@
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@@ -22228,8 +22228,8 @@
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@@ -22245,8 +22245,8 @@
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@@ -22306,8 +22306,8 @@
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@@ -22321,8 +22321,8 @@
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@@ -22577,9 +22577,9 @@
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@@ -22609,12 +22609,12 @@
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@@ -24036,8 +24036,8 @@
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       "చతక��ు": 23893,
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@@ -24123,1186 +24123,1186 @@
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@@ -26849,1388 +26849,1388 @@
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@@ -28335,8 +28335,8 @@
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@@ -28508,203 +28508,203 @@
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       "##చనటలు": 30349,
       "##owess": 30350,
       "నరమణలు": 30351,
@@ -30591,8 +30591,8 @@
       "సంగతంట": 30443,
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       "ఓటంగత": 30445,
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       "చలలంచ": 30449,
       "చలలసత": 30450,
@@ -30603,8 +30603,8 @@
       "చలలంచలన": 30455,
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       "తచచమన": 30460,
       "తచచుకున": 30461,
       "తచచరననరు": 30462,
@@ -30622,8 +30622,8 @@
       "atm": 30474,
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       "spir": 30476,
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+      "spreading": 30477,
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       "అందుకుంటుననరు": 30480,
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@@ -30751,16 +30751,16 @@
       "బయంకుప": 30603,
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@@ -30782,10 +30782,10 @@
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       "టపఎస": 30643,
@@ -30794,11 +30794,11 @@
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   }
 }
\ No newline at end of file