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@@ -31,3 +31,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 kin_en_DU.ckpt filter=lfs diff=lfs merge=lfs -text
 DigitalUmuganda/Joeynmt-kin-en/kin_en_transformer/best.ckpt filter=lfs diff=lfs merge=lfs -text
+models/kin_en_transformer/best.ckpt filter=lfs diff=lfs merge=lfs -text

models/kin_en_transformer/best.ckpt

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models/kin_en_transformer/bpe.codes.4000

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models/kin_en_transformer/src_vocab.txt

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+so
+ta
+tuk@@
+umuy@@
+urimo
+viz@@
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+waro
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+zari
+Bur@@
+Har@@
+akur@@
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+anzi
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+ats@@
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+ende
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+ibona
+ibye
+icyumba
+imi
+imira
+irimo
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+keretse
+min@@
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+nkuru
+ntiz@@
+oka.
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+ry'@@
+tum@@
+ubako
+ufi
+umukino
+umweru
+urupfu
+uzaba
+w
+wezi
+yahaye
+yash@@
+zik@@
+’
+Bib@@
+Umw@@
+inter@@
+kwe
+le
+mib@@
+pa
+tele@@
+umuriro
+Kig@@
+abe
+ema
+er
+gah@@
+nez@@
+uha@@
+uhanga
+va
+yobo@@
+ariya
+arwanda
+nas@@
+of@@
+rap@@
+John
+Pet@@
+bomb@@
+ekere@@
+ekerez@@
+ezo
+fil@@
+imin@@
+let@@
+op@@
+tse
+ufash@@
+Bost@@
+Z@@
+bac@@
+bo@@
+ev@@
+none
+on
+uhanda
+ukundo
+uri.
+uzima
+yaha@@
+Let@@
+Mubera
+amv@@
+are.
+gif@@
+kid@@
+kugir@@
+le@@
+men@@
+nyir@@
+ondo.
+run@@
+se?
+to.
+ver@@
+wif@@
+?@@
+I
+Sh@@
+amvu
+anzu
+b
+de
+esu
+fir@@
+hej@@
+imbo
+irik@@
+ka@@
+kagabo
+kuv@@
+obanuro
+ri@@
+swe
+weny@@
+Bar@@
+araga
+ashoboka
+do
+ide
+ikoresho
+kuru
+ly
+mil@@
+per@@
+ro@@
+sal@@
+shi
+wo@@
+Sat@@
+Tok@@
+emezo
+erusal@@
+hat@@
+intu.
+wac@@
+ariho
+be.
+bike
+muc@@
+p
+pet@@
+ali
+ch@@
+ereho
+gushy@@
+ke
+lo@@
+oba.
+one@@
+ry
+sa@@
+ter@@
+uki
+ukus@@
+urage
+Kag@@
+Rug@@
+ic
+ice.
+m
+ma@@
+man@@
+on.
+umwer@@
+Mugabe
+Ny@@
+ime
+ombwa
+Al@@
+Ch@@
+Kan@@
+Museveni
+angay@@
+cl@@
+doka
+el
+enny
+irwe
+jo@@
+l
+lef@@
+om.
+polit@@
+t
+te
+urimi
+Kar@@
+Karasira
+arans@@
+do.
+eho@@
+irim@@
+kigali
+ni@@
+one.
+pa@@
+s.
+ser@@
+ushob@@
+Af@@
+Boston
+Nkusi.
+am
+ca@@
+div@@
+enn@@
+es
+ia
+izere
+tennis
+th@@
+week@@
+"""@@
+"@@
+Domit@@
+Ind@@
+acy
+amafar@@
+ingano
+ins@@
+kwihang@@
+ld
+mit@@
+no@@
+que
+ti@@
+ul
+use
+z
+Ir@@
+Kigali
+Pol@@
+ege
+ew
+inyarwanda
+iya.
+rwanda
+she
+sib@@
+ubahiro
+umutek@@
+unt@@
+ure.
+yarwanda
+@@
+Bo@@
+abil@@
+anyuma
+che@@
+ef@@
+far@@
+ishik@@
+iyumv@@
+kwishy@@
+li@@
+pap@@
+pic@@
+pol@@
+sinsh@@
+st@@
+ucuruzi
+A
+Jo@@
+Rwand@@
+anc@@
+ce
+co@@
+do?
+don@@
+ele@@
+giye
+oboka
+oke
+son
+wandika
+win@@
+wul@@
+Amer@@
+Mus@@
+Par@@
+acyo
+age.
+ahab@@
+andimwe
+end
+et.
+ete
+f
+gomba
+ibish@@
+ushobozi
+wulo
+abwo
+di@@
+ere?
+eth
+h
+haf@@
+ick
+into
+k.
+kamin@@
+kirek@@
+x
+‘@@
+”
+V
+abo@@
+agac@@
+akamar@@
+ar
+eby@@
+ep@@
+idik@@
+ill@@
+iring@@
+met@@
+mis@@
+ome.
+on?
+ra@@
+“@@
+-
+0@@
+Ho@@
+ade
+ase
+dir@@
+ed@@
+ent@@
+gar@@
+hi@@
+ida
+je@@
+ll@@
+ou@@
+pe
+phone
+riv@@
+sp@@
+tere@@
+tu
+uba.
+uryo
+x@@
+1@@
+An@@
+Kinyarwanda
+Ntid@@
+Tom@@
+all
+ce@@
+cur@@
+for@@
+g
+oc@@
+ru@@
+umi
+unguro
+"""
+Nku@@
+as
+care
+cum@@
+d
+ex@@
+fr@@
+hav@@
+is.
+ive
+ntu
+ost@@
+pi@@
+pos@@
+radi@@
+si@@
+sup@@
+the@@
+ubera
+ue
+vin@@
+Be@@
+S
+U
+]
+ah
+car@@
+cre@@
+enganzira
+fo@@
+fun@@
+gir@@
+ide@@
+ifuz@@
+ing
+ith
+obora
+pas@@
+pl@@
+t.
+tenn@@
+test@@
+tim@@
+tr@@
+wis@@
+–
+!@@
+Fr@@
+Se@@
+Ut@@
+Wh@@
+ack
+akeka
+br@@
+by
+ci@@
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+est@@
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+hor@@
+ile@@
+inn@@
+ket@@
+la@@
+lis@@
+lit@@
+minis@@
+qu@@
+r
+sid@@
+wer@@
+wh@@
+0
+[@@
+all.
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+ball
+c
+des@@
+dog@@
+dr@@
+duc@@
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+ga@@
+him@@
+hote@@
+ill
+king
+mon@@
+oo@@
+pir@@
+po@@
+re
+ric@@
+ter
+vir@@
+wal@@
+were
+y,
+y.
+»@@
+)
+,@@
+Joh@@
+O
+Sinsh@@
+ach@@
+al
+all@@
+ave
+ay
+beg@@
+cho@@
+col@@
+cor@@
+hel@@
+hur@@
+ibyiyumv@@
+il
+ile
+it
+liv@@
+man
+ment
+ph@@
+pop@@
+pro@@
+st
+uck@@
+ves
+wim@@
+zera
+%
+(@@
+Je@@
+Mon@@
+No@@
+Paul
+Peter
+The@@
+To@@
+ard
+ast
+book
+bor@@
+cam@@
+cas@@
+ck
+da@@
+dd@@
+dis@@
+en.
+er.
+gn@@
+hig@@
+hon@@
+hung@@
+id
+igute
+ity
+ket
+les
+lif@@
+log@@
+me
+ong
+or
+osiy@@
+prin@@
+rem@@
+sing@@
+sk@@
+ton@@
+ty
+ukara
+ven
+wel@@
+”@@
+«
+é
+2@@
+4@@
+5@@
+6@@
+:@@
+;@@
+Chris@@
+Ex@@
+P
+The
+We
+and
+ank
+ant
+ary
+ation
+bus
+cc@@
+cent
+cle@@
+comp@@
+con@@
+cr@@
+ds
+ed
+ell
+ence
+erus@@
+ery
+et
+fe@@
+goo@@
+gr@@
+ion
+ip
+ist@@
+ke@@
+lar@@
+makumyab@@
+market
+of
+ort
+pr@@
+prom@@
+rep@@
+s?
+sel@@
+sm@@
+ste@@
+str@@
+sur@@
+sure
+the
+tre@@
+two
+us
+us.
+ust@@
+vis@@
+w.
+water
+wn
+«@@
+»
+ô
+6
+8@@
+B
+C
+D
+K
+No
+Pa@@
+Q@@
+Th@@
+acc@@
+ad
+ain
+ally
+ati@@
+att@@
+bl@@
+can@@
+cap@@
+car
+cha@@
+d.
+d?
+day@@
+dem@@
+dy
+eat@@
+enganz@@
+ent
+ers
+espe@@
+etso
+even
+every
+ey@@
+fi@@
+foot@@
+ge@@
+gl@@
+h.
+hap@@
+here
+ht
+hum@@
+iff@@
+ilima
+imbati
+jo
+kind@@
+ks
+kumyab@@
+l.
+land
+le.
+lead@@
+let
+lie
+nor@@
+ol
+ons
+ord@@
+ous@@
+rain@@
+reg@@
+ry.
+sion
+sis@@
+sol@@
+some
+son@@
+ss
+stud@@
+su@@
+tal@@
+tat@@
+tech@@
+time
+tom@@
+top
+ult
+um
+uni@@
+very
+vo@@
+will
+win
+wr@@
+you
+“
+é@@
+(
+)@@
+*
+1
+2
+3
+3@@
+=@@
+Americ@@
+Com@@
+Go@@
+God
+Jap@@
+L
+M
+Mary
+Museven@@
+N
+Pe@@
+Pr@@
+R
+Sim@@
+So
+T
+W
+X
+Y
+Z
+_
+_@@
+ad.
+adi@@
+afterno@@
+ain@@
+air@@
+ak
+al.
+alisa
+angu@@
+anim@@
+app@@
+aut@@
+beautiful
+bet@@
+big
+boo@@
+bread
+build@@
+business
+cal@@
+ch
+chance
+ches
+clo@@
+cro@@
+dar@@
+day
+del@@
+den@@
+dic@@
+did@@
+dog
+don't
+drink
+eat
+ek
+ely
+em
+end.
+ens@@
+ering
+es.
+es?
+eter@@
+ever
+fa@@
+fel@@
+fl@@
+fol@@
+form@@
+friend
+ful@@
+full
+gener@@
+give
+go.
+gre@@
+gro@@
+happen@@
+happened
+hard
+her
+hospital
+hous@@
+house
+ian
+ics
+id.
+ies
+ies.
+if
+ines
+ings
+inv@@
+ion@@
+ions
+ir
+ish
+iss@@
+ist
+joy
+king@@
+lat@@
+ld@@
+les@@
+lev@@
+lic@@
+live
+ll
+loo@@
+lose
+low@@
+ls
+mach@@
+men
+ment@@
+met
+mind
+morning
+most
+my
+nes@@
+ness
+nice
+night
+ns
+nyi
+obe@@
+off@@
+office
+or.
+ory
+oth@@
+oug@@
+own
+place
+pre@@
+pres@@
+rain
+red
+ref@@
+ric
+rying
+s,
+saf@@
+say@@
+sho@@
+shoo@@
+side
+spe@@
+sto@@
+story
+sum@@
+supp@@
+ta@@
+table
+tell@@
+temp@@
+than
+there
+there@@
+tic@@
+tion
+tro@@
+ts
+ung
+ut
+uth
+v
+val@@
+vers@@
+vi@@
+way
+well
+wer
+what
+wise
+wom@@
+works
+ys
+‘
+´@@
+ã@@
+æ@@
+í@@

models/kin_en_transformer/translate.log

@@ -0,0 +1,58 @@
+2022-07-25 22:41:04,833 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:41:57,271 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:42:37,416 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:42:37,487 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:42:37,634 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:42:38,963 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:43:05,899 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:43:05,970 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:43:06,116 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:43:07,459 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:43:27,543 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:43:27,616 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:43:27,777 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:43:29,122 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:43:47,790 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:43:47,866 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:43:48,029 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:43:49,344 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:43:49,427 - INFO - joeynmt.tokenizers - kin tokenizer: SubwordNMTTokenizer(level=bpe, lowercase=False, normalize=False, filter_by_length=(-1, -1), pretokenizer=none, tokenizer=BPE, separator=@@, dropout=0.0)
+2022-07-25 22:43:49,427 - INFO - joeynmt.tokenizers - en tokenizer: SubwordNMTTokenizer(level=bpe, lowercase=False, normalize=False, filter_by_length=(-1, -1), pretokenizer=none, tokenizer=BPE, separator=@@, dropout=0.0)
+2022-07-25 22:44:02,976 - INFO - joeynmt.prediction - Predicting 1 example(s)... (Beam search with beam_size=15, beam_alpha=1.0, n_best=1, min_output_length=1, max_output_length=-1, return_prob='none', generate_unk=True, repetition_penalty=-1, no_repeat_ngram_size=-1)
+2022-07-25 22:44:03,175 - INFO - joeynmt.prediction - Generation took 0.1944[sec]. (No references given)
+2022-07-25 22:44:11,799 - INFO - joeynmt.prediction - Predicting 1 example(s)... (Beam search with beam_size=15, beam_alpha=1.0, n_best=1, min_output_length=1, max_output_length=-1, return_prob='none', generate_unk=True, repetition_penalty=-1, no_repeat_ngram_size=-1)
+2022-07-25 22:44:11,888 - INFO - joeynmt.prediction - Generation took 0.0860[sec]. (No references given)
+2022-07-25 22:48:53,233 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:48:53,310 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:48:53,484 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:48:54,914 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:49:48,249 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:49:48,327 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:49:48,506 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:49:49,933 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:50:23,323 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:50:23,416 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:50:23,636 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:50:25,201 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:50:39,142 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:50:39,220 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:50:39,399 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:50:40,853 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:50:40,941 - INFO - joeynmt.tokenizers - kin tokenizer: SubwordNMTTokenizer(level=bpe, lowercase=False, normalize=False, filter_by_length=(-1, -1), pretokenizer=none, tokenizer=BPE, separator=@@, dropout=0.0)
+2022-07-25 22:50:40,941 - INFO - joeynmt.tokenizers - en tokenizer: SubwordNMTTokenizer(level=bpe, lowercase=False, normalize=False, filter_by_length=(-1, -1), pretokenizer=none, tokenizer=BPE, separator=@@, dropout=0.0)
+2022-07-25 22:52:02,466 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:52:02,541 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:52:02,710 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:52:04,140 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:54:01,673 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:54:01,749 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:54:01,919 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:54:03,346 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:54:34,963 - INFO - root - Hello! This is Joey-NMT (version 2.0.0).
+2022-07-25 22:54:35,043 - INFO - joeynmt.model - Building an encoder-decoder model...
+2022-07-25 22:54:35,223 - INFO - joeynmt.model - Enc-dec model built.
+2022-07-25 22:54:36,663 - INFO - joeynmt.helpers - Load model from /home/kk/test_kin/models/kin_en_transformer/best.ckpt.
+2022-07-25 22:54:36,750 - INFO - joeynmt.tokenizers - kin tokenizer: SubwordNMTTokenizer(level=bpe, lowercase=False, normalize=False, filter_by_length=(-1, -1), pretokenizer=none, tokenizer=BPE, separator=@@, dropout=0.0)
+2022-07-25 22:54:36,750 - INFO - joeynmt.tokenizers - en tokenizer: SubwordNMTTokenizer(level=bpe, lowercase=False, normalize=False, filter_by_length=(-1, -1), pretokenizer=none, tokenizer=BPE, separator=@@, dropout=0.0)
+2022-07-25 22:54:59,932 - INFO - joeynmt.prediction - Predicting 1 example(s)... (Beam search with beam_size=15, beam_alpha=1.0, n_best=1, min_output_length=1, max_output_length=-1, return_prob='none', generate_unk=True, repetition_penalty=-1, no_repeat_ngram_size=-1)
+2022-07-25 22:55:00,143 - INFO - joeynmt.prediction - Generation took 0.2068[sec]. (No references given)

models/kin_en_transformer/trg_vocab.txt

@@ -0,0 +1,2770 @@
+<unk>
+<pad>
+<s>
+</s>
+the
+to
+I
+you
+is
+a
+of
+in
+he
+and
+not
+that
+will
+it
+have
+this
+was
+do
+be
+are
+for
+ed
+ing
+.
+on
+s
+his
+they
+s@@
+we
+me
+want
+The
+es
+what
+there
+don't
+at
+with
+There
+know
+He
+?
+You
+t@@
+c@@
+my
+can
+l@@
+,
+something
+d@@
+p@@
+This
+like
+your
+as
+one
+f@@
+did
+s.
+e.
+e@@
+y
+him
+er
+but
+go
+re@@
+about
+all
+who
+has
+m@@
+think
+We
+if
+t
+would
+had
+or
+in@@
+r@@
+when
+people
+time
+i@@
+no
+so
+an
+er@@
+up
+If
+can't
+good
+from
+get
+ar@@
+g@@
+by
+se@@
+ly
+or@@
+it@@
+It
+ers
+her
+v@@
+were
+at@@
+st@@
+an@@
+a@@
+us
+o@@
+tell
+very
+I'm
+see
+al@@
+un@@
+de@@
+e
+h@@
+th@@
+don’t
+'s
+their
+why
+S@@
+some
+en@@
+be@@
+le
+them
+many
+work
+b@@
+how
+didn't
+ro@@
+take
+never
+le@@
+n@@
+said
+been
+ts
+w@@
+for@@
+al
+say
+give
+need
+con@@
+because
+k@@
+ur@@
+y@@
+ac@@
+Do
+going
+out
+as@@
+Why
+us@@
+ic@@
+it.
+she
+should
+Mary
+come
+ent@@
+help
+y.
+our
+tr@@
+could
+u@@
+sh@@
+is@@
+more
+God
+does
+told
+el@@
+ation
+on@@
+What
+t.
+A@@
+G@@
+id@@
+love
+n
+ate
+much
+m
+M@@
+te@@
+ent
+feel
+C@@
+In
+d
+They
+ab@@
+ve
+B@@
+am
+day
+That
+able
+ing.
+we@@
+lo@@
+way
+How
+before
+where
+here
+il@@
+ne@@
+-@@
+doesn't
+par@@
+things
+H@@
+d.
+other
+lot
+than
+K@@
+am@@
+ed.
+ul@@
+T@@
+pre@@
+When
+really
+those
+find
+ir@@
+make
+no@@
+L@@
+pr@@
+D@@
+ad@@
+ch@@
+ex@@
+long
+po@@
+used
+ine
+ar
+per@@
+Don't
+R@@
+co@@
+wor@@
+you.
+he@@
+es.
+ion
+ho@@
+ut@@
+money
+these
+now
+en
+ig@@
+i
+ice
+me@@
+anything
+man
+must
+k
+P@@
+fe@@
+so@@
+e?
+went
+pro@@
+W@@
+ol@@
+ask
+ity
+sure
+king
+E@@
+also
+op@@
+and@@
+end
+er.
+ag@@
+right
+th
+life
+res@@
+F@@
+nothing
+only
+thing
+after
+use
+thought
+em@@
+just
+mo@@
+I'll
+even
+w
+dis@@
+im@@
+k.
+problem
+J@@
+may
+wanted
+ev@@
+ting
+ated
+ap@@
+gr@@
+ise
+ri@@
+if@@
+look
+N@@
+cl@@
+two
+eat
+p
+buy
+always
+doing
+ence
+house
+ver@@
+asked
+its
+made
+ever
+home
+mis@@
+talk
+di@@
+first
+ry
+do.
+bo@@
+qu@@
+ll
+sp@@
+pl@@
+understand
+No
+l
+next
+ted
+heard
+new
+well
+x@@
+ll@@
+ws
+age
+do@@
+ill@@
+enough
+et@@
+him.
+ies
+ary
+book
+acc@@
+com@@
+Tom
+came
+car@@
+car
+last
+O@@
+gave
+ions
+Paul
+any
+ra@@
+done
+ep@@
+j@@
+ou@@
+.@@
+pe@@
+saw
+ce
+ned
+words
+ans
+ci@@
+ha@@
+let
+ef@@
+gu@@
+bad
+ds
+ear@@
+h
+me.
+ter
+time.
+ay@@
+des@@
+back
+ing@@
+ings
+ty
+ks
+av@@
+pres@@
+school
+ct@@
+felt
+li@@
+Is
+cr@@
+put
+ter@@
+without
+live
+att@@
+es@@
+here.
+Nkusi
+great
+old
+om@@
+until
+My
+hope
+to@@
+any@@
+ents
+igh@@
+into
+ive
+world
+child
+ment
+That's
+ad
+same
+children
+still
+ure
+wi@@
+!
+says
+too
+x
+And
+Some
+br@@
+ion@@
+se
+wh@@
+la@@
+on.
+read
+str@@
+ch
+iv@@
+ors
+pos@@
+such
+ue
+und@@
+cour@@
+ked
+est@@
+given
+left
+sho@@
+three
+war@@
+comm@@
+ed@@
+room
+ance
+believe
+go@@
+ion.
+place
+which
+ang@@
+e,
+et
+happened
+hard
+word
+’s
+comp@@
+ent.
+th.
+en.
+there.
+ain
+ak@@
+g
+gi@@
+got
+person
+up@@
+wants
+el
+ge
+ind@@
+Y@@
+est
+hear
+mar@@
+show
+ti@@
+ised
+'@@
+anyone
+you?
+fa@@
+ide
+tomorrow
+As
+ant
+best
+called
+clo@@
+else
+id
+less
+try
+tur@@
+call
+days
+everything
+ish@@
+it's
+night
+over
+s?
+speak
+ic
+job
+someone
+tre@@
+ud@@
+um@@
+better
+day.
+different
+Can
+ness
+times
+His
+ered
+ous
+sa@@
+ten
+water
+found
+imp@@
+ob@@
+ris@@
+s,
+ug@@
+father
+happen
+pay
+soon
+;
+Rwanda
+ain@@
+care
+ib@@
+important
+wa@@
+ld
+mother
+ay
+il
+Th@@
+knew
+that.
+ul
+:
+ake
+change
+col@@
+knows
+ning
+remember
+sed
+years
+A
+advice
+son
+wrong
+Please
+U@@
+food
+inv@@
+nat@@
+others
+sing
+lead@@
+o
+These
+gro@@
+known
+cted
+gre@@
+vi@@
+bring
+ct
+every
+few
+gl@@
+ied
+lic@@
+little
+So
+another
+bl@@
+down
+happy
+help@@
+makes
+then
+Christ
+bir@@
+keep
+mat@@
+being
+the@@
+big
+ident
+int@@
+ir
+stop
+didn’t
+family
+forget
+one@@
+cha@@
+che@@
+won't
+bre@@
+continue
+difficult
+os@@
+reason
+ved
+anc@@
+everyone
+hear@@
+iz@@
+young
+a.
+afraid
+az@@
+between
+cre@@
+ere@@
+spe@@
+y?
+ying
+All
+answer
+bro@@
+man@@
+sal@@
+ther@@
+took
+ving
+y,
+adv@@
+again
+bu@@
+dr@@
+morning
+problems
+dec@@
+drink
+ele@@
+st
+truth
+year
+b
+girl
+know@@
+nam@@
+road
+stud@@
+ugh@@
+Who
+eng@@
+through
+Ndimbati
+ast
+ca@@
+each
+f
+name
+play
+something.
+this.
+tic@@
+ture
+ari@@
+bus@@
+happen@@
+ions.
+it?
+men
+ment@@
+mon@@
+most
+prom@@
+up.
+She
+books
+early
+feel@@
+loves
+meet
+oc@@
+often
+own
+rem@@
+sol@@
+ver
+beautiful
+bur@@
+comes
+end@@
+fr@@
+hand@@
+immediately
+money.
+power
+af@@
+looking
+n't
+ous@@
+pic@@
+today.
+Ch@@
+ack
+act@@
+ass@@
+expe@@
+stay
+while
+Let's
+cro@@
+ight
+information
+ish
+les
+ns
+rain@@
+rep@@
+return
+ther
+woman
+year@@
+yo@@
+It's
+cor@@
+couldn't
+country
+her.
+lost
+ref@@
+some@@
+Ho@@
+Mar@@
+alone
+ities
+plan
+possible
+quest@@
+writ@@
+cannot
+ers.
+friend
+jo@@
+leave
+ly.
+students
+cont@@
+foo@@
+tal@@
+today
+ce@@
+cul@@
+ely
+ep
+friends
+idea
+parents
+si@@
+work.
+fir@@
+five
+id.
+oth@@
+rest@@
+ser@@
+speak@@
+ta@@
+true
+us.
+at.
+bas@@
+enc@@
+ide@@
+ign@@
+ite
+les@@
+now.
+set
+special
+tim@@
+val@@
+Are
+Jesus
+can@@
+char@@
+coun@@
+eat@@
+ful
+home@@
+ight.
+ist
+ones
+ord@@
+sid@@
+side
+wat@@
+wn
+Something
+again.
+bed
+boy
+har@@
+learn
+u
+But
+act
+around
+ction
+dom
+large
+matter
+ru@@
+I@@
+body
+bought
+cho@@
+city
+don@@
+fin@@
+finish
+one.
+requ@@
+stand
+start
+teach@@
+them.
+thing.
+thir@@
+uth
+visit
+way.
+At
+ans@@
+ass
+case
+dar@@
+full
+ory
+plac@@
+story
+su@@
+tak@@
+vis@@
+caref@@
+conf@@
+dog
+heart
+meeting
+seems
+ty@@
+Simon
+ace
+alone.
+angry
+cit@@
+cyilima
+dic@@
+ible
+know.
+likes
+ph@@
+play@@
+together
+tru@@
+vers@@
+war
+One
+ame
+ating
+fight
+out@@
+sin@@
+sleep
+uses
+John
+afterno@@
+eating
+ided
+ized
+leav@@
+looks
+pol@@
+pris@@
+ready
+sur@@
+ton@@
+week@@
+wish
+Tell
+cur@@
+day@@
+easy
+includ@@
+le.
+secre@@
+text
+that's
+trav@@
+week
+Did
+For
+agree
+ank
+ened
+et.
+friend@@
+front
+heav@@
+ke@@
+mean@@
+morning.
+ood
+plan@@
+rain
+thin@@
+this?
+Eric
+Ex@@
+ck
+clothes
+hur@@
+ing?
+late
+let@@
+loved
+party
+study
+tried
+ually
+well.
+wn@@
+work@@
+add@@
+als
+away
+ious
+ip@@
+lat@@
+min@@
+nice
+oes
+please
+ric@@
+talking
+Chris@@
+Here
+al.
+fore@@
+je@@
+later
+ok@@
+or.
+thro@@
+vo@@
+Be@@
+Let
+air@@
+all.
+appe@@
+death
+eas@@
+ice.
+lear@@
+needed
+number
+ort
+school.
+star@@
+takes
+V@@
+accept
+cap@@
+ess
+famil@@
+her@@
+himself
+low
+o.
+off@@
+pa@@
+ples
+pub@@
+ship
+sit@@
+to.
+tomorrow.
+train
+waiting
+you're
+English
+ba@@
+beg@@
+faith
+flow@@
+follow
+get@@
+gif@@
+hours
+letter
+ose
+ry.
+spend
+started
+women
+Where
+cold
+ful@@
+gar@@
+led
+lik@@
+needs
+ot@@
+self@@
+since
+strong
+though
+tle
+train@@
+wife
+write
+Kalisa
+against
+allowed
+ally
+concer@@
+during
+ended
+ight@@
+ition
+liv@@
+mount@@
+phone
+rive
+sentenc@@
+small
+ss
+stor@@
+teacher
+wait
+wan@@
+watch
+working
+Will
+cle@@
+emp@@
+fi@@
+hand
+happen.
+ick@@
+killed
+kind
+produc@@
+questions
+reach
+rece@@
+relat@@
+sick
+ter.
+ther.
+written
+United
+ached
+all@@
+allow
+countr@@
+drin@@
+expl@@
+follow@@
+four
+heal@@
+ize
+low@@
+might
+mind
+oke
+part
+respe@@
+say@@
+sis@@
+solve
+table
+tired
+uc@@
+ught
+Lord
+Rwandans
+ash@@
+both
+church
+den
+emb@@
+h.
+ional
+ived
+open
+ording
+out.
+rel@@
+se.
+serv@@
+sleep@@
+wonder
+worship
+Even
+Japan@@
+Some@@
+brought
+clean
+decis@@
+em
+every@@
+girls
+happ@@
+hurt
+law
+lives
+mean
+medic@@
+met
+my@@
+near
+read@@
+ub@@
+wake
+woke
+Ar@@
+ains
+brother
+ch.
+choose
+dre@@
+human
+ight?
+least
+ma@@
+ook
+re
+red
+sent
+sib@@
+surpr@@
+taken
+ual
+und
+Have
+Je@@
+Loo@@
+Rwandan
+Wh@@
+advice.
+ants
+ation.
+cal@@
+coo@@
+den@@
+der
+explain
+far@@
+fun@@
+goes
+house.
+ices
+ort@@
+popul@@
+remo@@
+rest
+retur@@
+ried
+ship@@
+short
+wer@@
+wond@@
+worry
+People
+ase
+cer@@
+chance
+da@@
+ess@@
+gener@@
+help.
+incre@@
+inds
+light
+prov@@
+seen
+shoes
+son@@
+stay@@
+that@@
+using
+wing
+works
+Because
+able.
+age.
+already
+animals
+app@@
+became
+born
+cat@@
+coming
+develop@@
+discus@@
+ept
+far
+hote@@
+ill
+inter@@
+ist@@
+language
+milk
+night.
+people.
+prote@@
+say.
+sit
+them@@
+tion
+twent@@
+understand@@
+ut
+wal@@
+walk
+wrong.
+Nothing
+To
+ad.
+ane
+ban@@
+car.
+expensive
+exper@@
+here?
+hon@@
+kalisa
+king@@
+l.
+leg@@
+meet@@
+minut@@
+over@@
+phe@@
+pi@@
+send
+stand@@
+temp@@
+trust
+vers
+Although
+Byambo
+Stat@@
+amaz@@
+asle@@
+become
+erc@@
+ering
+grou@@
+ial
+ines
+ire
+married
+ost
+paid
+ress
+room.
+sear@@
+self
+song@@
+t?
+weather
+win
+Many
+Now
+ages
+agre@@
+ail@@
+continued
+del@@
+ey@@
+fall
+fut@@
+gospel
+happens
+ind
+longer
+m.
+movi@@
+not.
+off
+orrow
+reading
+saying
+sorry
+whole
+After
+God.
+Your
+akes
+apost@@
+appro@@
+are@@
+ars
+ball
+bloo@@
+buil@@
+chose
+clear
+dir@@
+door
+ement
+exc@@
+face
+hor@@
+hundred
+ica
+ld@@
+life.
+lose
+month@@
+ny@@
+od
+ong@@
+pass@@
+pe
+point
+question
+second
+smok@@
+stead
+sup@@
+tells
+there@@
+ust
+w.
+wouldn't
+your@@
+Don’t
+ach
+achi@@
+ant@@
+ations
+began
+differ@@
+ently
+eter@@
+ew
+exam@@
+gover@@
+high
+ign
+interested
+kid@@
+mb@@
+nor@@
+oo@@
+point@@
+problem.
+seem
+st.
+struc@@
+swe@@
+top
+under
+wrote
+I'@@
+On@@
+Those
+activ@@
+avo@@
+bat@@
+business
+call@@
+ches
+coffee
+dang@@
+doctor
+ds.
+ending
+even@@
+game
+gives
+ia
+issu@@
+ives
+loc@@
+ms
+pap@@
+pes
+real@@
+sitting
+stre@@
+sum@@
+test@@
+though@@
+uni@@
+yet
+Everyone
+Not
+Rukara
+ah
+ained
+ard
+auth@@
+believ@@
+book@@
+bot@@
+cas@@
+chang@@
+company
+cts
+ends
+ense
+ention
+es,
+fact@@
+fl@@
+heaven
+ject
+mid@@
+ndimbati
+necess@@
+pain
+part@@
+pho@@
+problem@@
+r
+righ@@
+school@@
+sm@@
+ted.
+thousand
+white
+win@@
+world.
+y's
+Is@@
+amp@@
+bread
+cause
+compl@@
+dem@@
+espe@@
+form@@
+guess
+head
+him@@
+hind
+import@@
+ink@@
+interesting
+is.
+job.
+living
+market
+message
+mil@@
+miss
+month
+muc@@
+mus@@
+nes@@
+obe@@
+ons
+pleas@@
+reduc@@
+scar@@
+seven
+stupid
+too@@
+windo@@
+God's
+Mr@@
+Our
+Se@@
+abo@@
+aring
+bac@@
+beha@@
+boys
+building
+en't
+end.
+es?
+fast
+go.
+gra@@
+history
+hung@@
+ily
+jour@@
+kill
+land
+lic
+list@@
+means
+ore
+ould@@
+pati@@
+pur@@
+quit
+responsibil@@
+rich
+saf@@
+save
+sk@@
+song
+t,
+whe@@
+ys
+'
+Mary.
+Maybe
+Spirit
+The@@
+accid@@
+ats
+bab@@
+do?
+educ@@
+eg@@
+enter
+era
+ero
+ery
+ese
+hirwa
+ical
+ies.
+langu@@
+lis@@
+logy
+ls
+nothing.
+order
+party.
+riv@@
+sav@@
+ses
+sion
+ste@@
+stopped
+support
+teach
+ult
+ws.
+ye@@
+yesterday
+'ll
+Bo@@
+Christi@@
+I’@@
+ability
+ach@@
+bus
+cam@@
+causes
+cent
+complete
+continu@@
+disci@@
+doesn’t
+dog@@
+doubt
+ef
+enem@@
+equ@@
+examp@@
+exp@@
+fect
+feeling
+free
+gn@@
+hab@@
+hat@@
+ine.
+iness
+kind@@
+lie
+looked
+mach@@
+me?
+mistake
+mom@@
+office
+opp@@
+opportunity
+prof@@
+pun@@
+rather
+real
+regre@@
+shoo@@
+shouldn't
+spir@@
+tain
+ters
+thing?
+trad@@
+troub@@
+trying
+uff@@
+vir@@
+wise
+By@@
+Com@@
+French
+May
+To@@
+Without
+among
+anet
+arrived
+boo@@
+changed
+childr@@
+cially
+close
+colle@@
+d?
+days.
+did.
+driv@@
+enjoy
+fire
+gold
+hate
+hi@@
+home.
+ists
+kill@@
+lived
+more.
+music
+playing
+rules
+rying
+serious
+tat@@
+te
+things.
+um
+ves
+wast@@
+ways
+yester@@
+z@@
+Americ@@
+In@@
+Peter
+Pr@@
+Sin@@
+ah@@
+answ@@
+artic@@
+cc@@
+commun@@
+drugs
+exact@@
+finished
+fo@@
+fru@@
+good.
+hair
+hospital
+hot
+ian
+ing,
+ished
+issue
+lev@@
+mugisha
+peace
+probably
+refused
+sign
+spent
+succe@@
+swim
+tion@@
+tom@@
+tric@@
+ust@@
+vince
+you'll
+Karasira
+belie@@
+bet@@
+foot@@
+haven't
+hour@@
+ick
+ics
+ioned
+line
+long@@
+nment
+pictur@@
+protect
+reasons
+rom
+rul@@
+selves
+showed
+simp@@
+store
+ve.
+w?
+wear
+week.
+wel@@
+you@@
+yourself
+Tom@@
+ange
+dd@@
+eth
+fil@@
+ket@@
+sig@@
+ukusenge
+ve@@
+wed
+well@@
+wim@@
+?@@
+Al@@
+Jap@@
+Kam@@
+Mon@@
+ath
+cy@@
+duc@@
+ec@@
+ere
+erusal@@
+goo@@
+ile
+inn@@
+mas@@
+n’t
+ong
+prin@@
+reg@@
+tech@@
+tele@@
+underst@@
+’t
+arriv@@
+ben@@
+bor@@
+ere?
+ith
+mugabo
+on?
+ond@@
+polit@@
+sing@@
+umb@@
+wand@@
+ware
+"""
+""@@
+An@@
+gir@@
+hous@@
+icy@@
+ins@@
+log@@
+rap@@
+rwanda
+uck@@
+was@@
+wom@@
+Ab@@
+Engl@@
+cum@@
+hen
+kagabo
+mak@@
+ome@@
+reas@@
+ung@@
+Bost@@
+amag@@
+fu@@
+ile@@
+ired
+lar@@
+mag@@
+pet@@
+run@@
+sible
+tell@@
+toge@@
+ush@@
+ute
+wis@@
+"
+0
+It@@
+Jo@@
+Kig@@
+Rwand@@
+bad@@
+bar@@
+ild
+leas@@
+minis@@
+sel@@
+ugh
+uh@@
+Fr@@
+Kinyarwanda
+Par@@
+Tok@@
+ago
+ak
+fam@@
+fore
+gen@@
+lit@@
+mir@@
+ome
+pas@@
+radi@@
+seem@@
+stup@@
+suc@@
+yo
+acy
+ana
+ara
+bag@@
+coffe@@
+doct@@
+dy
+inj@@
+inte@@
+ip
+met@@
+om.
+urch
+wa
+who@@
+"""@@
+Mubera
+Nd@@
+amb@@
+anim@@
+atur@@
+cus@@
+eb@@
+ek
+i.
+lef@@
+rit@@
+sent@@
+this@@
+"@@
+Fren@@
+Ind@@
+Kigali
+Sat@@
+V
+aka
+beaut@@
+ek@@
+isa
+ke
+pen
+ree
+sto@@
+uk@@
+uy@@
+Am@@
+at's
+big@@
+div@@
+ember
+enge
+ik@@
+na@@
+ord
+ren
+thing@@
+tomorro@@
+ze
+Kag@@
+Mugabe
+Pa@@
+Rug@@
+afra@@
+c
+cess@@
+cial
+fol@@
+ga@@
+job@@
+medi@@
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