diff --git "a/test_predictions.txt" "b/test_predictions.txt"
new file mode 100644--- /dev/null
+++ "b/test_predictions.txt"
@@ -0,0 +1,14801 @@
+Bazwi O
+mu O
+cyo O
+bise O
+‘Morning O
+Worship’ O
+aho O
+baririmba O
+ibihangano O
+bitandukanye O
+byo O
+mu O
+gitabo O
+bigafasha O
+benshi O
+. O
+
+Papi B-PER
+Clever I-PER
+yasezeranye O
+imbere O
+y’Imana O
+na O
+Ingabire B-PER
+ku O
+= B-DATE
+wa I-DATE
+Gatandatu I-DATE
+tariki O
+ya O
+7 B-DATE
+Ukuboza I-DATE
+2019 I-DATE
+muri O
+Dove B-ORG
+Hotel I-ORG
+ku O
+Gisozi B-LOC
+. O
+
+Ubukwe O
+bw’aba O
+bombi O
+bwabaye O
+nyuma O
+y’icyumweru O
+Papi B-PER
+Clever I-PER
+asabye O
+akanakwa O
+Ingabire B-PER
+mu O
+birori O
+byabereye O
+mu O
+Karere O
+ka O
+Musanze B-LOC
+ku B-DATE
+wa I-DATE
+30 I-DATE
+Ugushyingo I-DATE
+2019 I-DATE
+. O
+
+Kuri O
+uwo B-DATE
+munsi I-DATE
+banasezeranye O
+byemewe O
+n’amategeko O
+y’u O
+Rwanda B-LOC
+mu O
+muhango O
+wabereye O
+mu O
+Murenge O
+wa O
+Muhoza B-LOC
+. O
+
+Isezerano O
+ryo O
+kubana O
+byemewe O
+n’Itorero O
+rya O
+ADEPR B-ORG
+babarizwamo O
+ryaheshejwe O
+umugisha O
+na O
+Pasiteri O
+Ndayizeye B-PER
+Isaïe I-PER
+, O
+ubarizwa O
+muri O
+Ntora B-ORG
+English I-ORG
+Church I-ORG
+Service I-ORG
+aho O
+Papi B-PER
+Clever I-PER
+asengera O
+. O
+
+Manzi B-PER
+& O
+Eunice B-PER
+
+Manzi B-PER
+Nelson I-PER
+n’umugore O
+we O
+Irakiza B-PER
+Eunice I-PER
+basanzwe O
+ari O
+abaririmbyi O
+, O
+batangiye O
+kuririmbana O
+nk’umugabo O
+n’umugore O
+( O
+Manzi B-PER
+& I-PER
+Eunice I-PER
+) O
+ndetse O
+kuri O
+ubu O
+bamaze O
+kuririmbana O
+indirimbo O
+eshatu O
+. O
+
+Manzi B-PER
+& O
+Eunice B-PER
+bambikanye O
+impeta O
+mu O
+2017 B-DATE
+. O
+
+Ubu O
+bafitanye O
+umwana O
+umwe O
+bise O
+Iriza B-PER
+Tona I-PER
+Manzi I-PER
+. O
+
+Bombi O
+ni O
+abaririmbyi O
+bakomeye O
+banabarizwa O
+mu O
+makorali O
+afite O
+izina O
+rikomeye O
+mu O
+Rwanda B-LOC
+. O
+
+Manzi B-PER
+Nelson I-PER
+aririmba O
+muri O
+Ambassadors O
+of O
+Christ O
+choir O
+ndetse O
+ari O
+no O
+mu O
+bayobozi O
+bayo O
+naho O
+umugore O
+we O
+Irakiza B-PER
+Eunice I-PER
+ni O
+umwe O
+mu O
+baririmbyi O
+b’imena O
+muri O
+Epee B-ORG
+du I-ORG
+Salut I-ORG
+choir I-ORG
+yavukiye O
+i O
+Gitwe B-LOC
+gusa O
+kuri O
+ubu O
+ibarizwa O
+kuri O
+Kigali B-ORG
+SDA I-ORG
+Bilingual I-ORG
+church I-ORG
+. O
+
+Manzi B-PER
+& O
+Eunice B-PER
+bavuga O
+ko O
+kuririmbana O
+ari O
+babiri O
+babitewe O
+n’uko O
+babikunda O
+ndetse O
+bakaba O
+babisanzwemo O
+nk’abantu O
+babiri O
+b’abaririmbyi O
+babana O
+. O
+
+Ben O
+na O
+Chance B-PER
+
+Aba O
+bazwi O
+cyane O
+mu O
+ndirimbo O
+zirimo O
+‘Amarira O
+ya O
+Yohana’ O
+, O
+‘Yesu O
+Arakora’ O
+n’izindi O
+. O
+
+Uyu O
+muryango O
+usanzwe O
+uri O
+nkingi O
+za O
+mwamba O
+za O
+Alarm O
+Ministries O
+, O
+bamaze O
+imyaka O
+icyenda O
+bakundana O
+mu O
+gihe O
+bamaze O
+itandatu O
+babana O
+nk’umugabo O
+n’umugore O
+. O
+
+Bigeze O
+kubwira O
+Kiss B-ORG
+FM I-ORG
+ko O
+bafashe O
+umwanzuro O
+wo O
+kuririmbana O
+nyuma O
+yo O
+kubona O
+andi O
+ma O
+- O
+couple O
+abikora O
+bikaba O
+byiza O
+cyane O
+. O
+
+Bati O
+“ O
+Tumaze O
+kubona O
+abaramyi O
+benshi O
+bubakanye O
+ingo O
+kandi O
+bafasha O
+benshi O
+barimo O
+James B-PER
+na O
+Daniella B-PER
+, O
+Kavutse B-PER
+Olivier I-PER
+na O
+Amanda B-PER
+, O
+Fabrice B-PER
+na O
+Maya B-PER
+Nzeyimana I-PER
+, O
+Ben B-PER
+na O
+Chance B-PER
+n’abandi O
+batandukanye O
+. O
+
+Icyo O
+gihe O
+Chance B-PER
+yavuze O
+ko O
+icyatumye O
+yegurira O
+umutima O
+we O
+Ben B-PER
+ari O
+uko O
+yakunze O
+imico O
+ye O
+myiza O
+ndetse O
+akamubonamo O
+impano O
+y’Imana O
+. O
+
+Ati O
+“ O
+Icya O
+mbere O
+naramukunze O
+, O
+kandi O
+nkunda O
+imico O
+ye O
+, O
+nkunda O
+uko O
+ateye O
+, O
+mubonamo O
+impano O
+y’Imana O
+, O
+mubonamo O
+ubukirisitu O
+biranyorohera O
+mu O
+buzima O
+kubana O
+na O
+we O
+. O
+
+Chance B-PER
+abajijwe O
+icyamugoye O
+ubwo O
+yatangiraga O
+kubana O
+na O
+Ben B-PER
+, O
+yavuze O
+ko O
+ari O
+uburyo O
+umugabo O
+we O
+yamuhaga O
+umwanya O
+muto O
+kurusha O
+gitari O
+, O
+ibintu O
+byaje O
+no O
+gutuma O
+batangira O
+kuririmbana O
+. O
+
+Kugeza O
+ubu O
+Ben B-PER
+na O
+Chance B-PER
+bamaze O
+gushyira O
+hanze O
+indirimbo O
+enye O
+mu O
+gihe O
+bamaze O
+batangiye O
+gukorera O
+hamwe O
+umuziki O
+, O
+bakaba O
+bavuga O
+bazakomeza O
+gushyira O
+hanze O
+n’izindi O
+. O
+
+Maya B-PER
+na O
+Fabrice B-PER
+
+Fabrice B-PER
+Nzeyimana I-PER
+n’umugore O
+we O
+Maya B-PER
+Nzeyimana I-PER
+nabo O
+ni O
+bamwe O
+mu O
+bazwi O
+cyane O
+muri O
+iki O
+gihe O
+nka O
+couple O
+ifite O
+ibihangano O
+bihembura O
+benshi O
+byo O
+kuramya O
+no O
+guhimbaza O
+Imana O
+. O
+
+Aba O
+bazwi O
+cyane O
+mu O
+ndirimbo O
+nka O
+‘Muremyi O
+w’Isi’ O
+. O
+
+Ni O
+abakirisitu O
+kuri O
+CLA B-ORG
+( O
+Christian B-ORG
+Life I-ORG
+Assembly I-ORG
+) O
+i O
+Nyarutarama B-LOC
+ndetse O
+Fabrice B-PER
+ni O
+n’umucuranzi O
+ukomeye O
+muri O
+iri O
+torero O
+. O
+
+Bakunze O
+gutegura O
+umugoroba O
+wo O
+kuramya O
+ubanziriza O
+inama O
+y’iminsi O
+itatu O
+yiswe O
+‘Over O
+Flow O
+Africa O
+Conference’ O
+itegurwa O
+n��itsinda O
+rikorera O
+mu O
+bihugu O
+birimo O
+Kenya B-LOC
+, O
+Uganda B-LOC
+, O
+u O
+Burundi B-LOC
+n’u O
+Rwanda B-LOC
+Heavenly B-ORG
+Melodies I-ORG
+Africa I-ORG
+( O
+aha O
+habarizwamo O
+Fabrice B-PER
+na O
+Maya B-PER
+) O
+igamije O
+guhuriza O
+hamwe O
+abaramyi O
+batandukanye O
+mu O
+kurushaho O
+kwimakaza O
+ubwami O
+bwo O
+guhimbaza O
+butajegajega O
+. O
+
+Amanda B-PER
+Fung I-PER
+na O
+Kavutse B-PER
+Olivier I-PER
+babarizwa O
+muri O
+Beauty B-ORG
+for I-ORG
+Ashes I-ORG
+na O
+Prayer B-ORG
+House I-ORG
+
+Kavutse O
+na O
+Amanda B-PER
+Fung I-PER
+barushinze O
+ku B-DATE
+ya I-DATE
+9 I-DATE
+Nyakanga I-DATE
+2016 I-DATE
+. O
+
+Ubukwe O
+bw’umuririmbyi O
+Kavutse B-PER
+Olivier I-PER
+na O
+Amanda B-PER
+Fung I-PER
+babarizwa O
+mu O
+Itorero O
+New B-ORG
+Life I-ORG
+Bible I-ORG
+Church I-ORG
+, O
+bwabereye O
+ku O
+nkengero O
+z’Ikiyaga O
+cya O
+Kivu B-LOC
+mu O
+Mujyi O
+wa O
+Rubavu B-LOC
+mu O
+2016 B-DATE
+bwitabiriwe O
+n’abarenga O
+igihumbi O
+. O
+
+Kavutse B-PER
+Olivier I-PER
+na O
+Amanda B-PER
+Fung I-PER
+beruye O
+urukundo O
+rwabo O
+mu O
+2014 B-DATE
+, O
+muri O
+Gicurasi B-DATE
+2016 I-DATE
+basezeranye O
+imbere O
+y’amategeko O
+muri O
+Canada B-LOC
+, O
+ku O
+wa O
+9 B-DATE
+Nyakanga I-DATE
+2016 I-DATE
+bambikana O
+impeta O
+mu O
+rusengero O
+mu O
+Rwanda B-LOC
+. O
+
+Bafitanye O
+abana O
+babiri O
+, O
+barimo O
+imfura O
+yabo O
+y’umuhungu O
+bibarutse O
+mu O
+2018 B-DATE
+bahaye O
+izina O
+rya O
+Jireh B-PER
+Reign I-PER
+Shi I-PER
+- I-PER
+Rong I-PER
+Kavutse I-PER
+mu O
+mpera O
+za O
+Mata B-DATE
+uyu I-DATE
+mwaka I-DATE
+baherutse O
+kwibaruka O
+umukobwa O
+bise O
+Jadah B-PER
+Justice I-PER
+Asante I-PER
+Mei I-PER
+- I-PER
+En I-PER
+Kavutse I-PER
+. O
+
+Beauty O
+For O
+Ashes O
+, O
+aba O
+bombi O
+babarizwamo O
+yamenyekanye O
+cyane O
+mu O
+ndirimbo O
+‘Surprise’ O
+, O
+‘Turashima’ O
+, O
+‘Yesu O
+ni O
+we O
+Super O
+Star’ O
+, O
+‘Yesu O
+ni O
+sawa’ O
+, O
+‘Hari O
+ayandi O
+mashimwe’ O
+, O
+‘Ni O
+wowe O
+gusa’ O
+n’izindi O
+ziri O
+mu O
+njyana O
+ya O
+Rock O
+n’umudiho O
+wa O
+Kinyafurika O
+. O
+
+Baherutse O
+gutangiza O
+iri O
+tsinda O
+ry’abaramyi O
+n’abanyamasengesho O
+ryitwa O
+‘Payer O
+House’ I-ORG
+ririmo O
+na O
+Kwizera B-PER
+Peace I-PER
+Ndaruhutse I-PER
+wabaye O
+igisonga O
+cya O
+mbere O
+cya O
+Miss O
+Rwanda B-LOC
+2016 B-DATE
+n’abandi O
+. O
+
+Umunyamahirwe O
+uzahiga O
+abandi O
+mu O
+kubyina O
+indirimbo O
+nshya O
+ya O
+Nsengiyumva B-PER
+François I-PER
+yashyiriweho O
+ibihembo O
+
+The B-ORG
+Boss I-ORG
+Papa I-ORG
+ya O
+Alain B-PER
+Muku I-PER
+ireberera O
+inyungu O
+z’umuhanzi O
+Nsengiyumva B-PER
+François I-PER
+yateguye O
+irushanwa O
+ku O
+muntu O
+uzahiga O
+abandi O
+mu O
+kubyina O
+indirimbo O
+y’uyu O
+muhanzi O
+nshya O
+yise O
+‘Isubireho’ O
+. O
+
+The B-ORG
+Boss I-ORG
+Papa I-ORG
+ya O
+Alain B-PER
+Muku I-PER
+ireberera O
+inyungu O
+z’umuhanzi O
+Nsengiyumva B-PER
+François I-PER
+yateguye O
+irushanwa O
+ku O
+muntu O
+uzahiga O
+abandi O
+mu O
+kubyina O
+indirimbo O
+y’uyu O
+muhanzi O
+nshya O
+yise O
+‘Isubireho’ O
+. O
+
+Ni O
+mu O
+irushanwa O
+ryiswe O
+# O
+IsubirehoChallenge O
+rizabera O
+ku O
+mbuga O
+nkoranyambaga O
+aho O
+abakunzi O
+b’uyu O
+mugabo O
+basabwe O
+kwifata O
+amashusho O
+bakayishyira O
+ku O
+rukuta O
+rwabo O
+bakabimenyesha O
+( O
+tag O
+) O
+instagram O
+ya O
+Nsengiyumva B-PER
+. O
+
+Amandine B-PER
+Nzasangamariya I-PER
+ukurikirana O
+abahanzi O
+babarizwa O
+muri O
+The B-ORG
+Boss I-ORG
+Papa I-ORG
+yabwiye O
+IGIHE B-ORG
+ko O
+bateguye O
+iri O
+rushanwa O
+mu O
+rwego O
+rwo O
+gufasha O
+abakunzi O
+b’uyu O
+muhanzi O
+mu O
+kuba O
+bakwikenura O
+. O
+
+Kuri O
+Instagram B-ORG
+abandi O
+basabwe O
+kwifata O
+video O
+babyina O
+nidirimbo O
+Isubireho O
+ya O
+Nsengiyumva B-PER
+François I-PER
+, O
+bagakora O
+tag O
+@ O
+nsengiyumva O
+_ O
+francois O
+_ O
+online O
+na O
+@ O
+amandine O
+_ O
+250 O
+una O
+hashtag O
+ya O
+# O
+isubirehochallenge O
+. O
+
+Ibi O
+byatangiye O
+ku B-DATE
+wa I-DATE
+16 I-DATE
+Kamena I-DATE
+2020 I-DATE
+birangire O
+ku B-DATE
+wa I-DATE
+16 I-DATE
+Nyakanga I-DATE
+2020 I-DATE
+. O
+
+Video O
+izagira O
+likes O
+na O
+comments O
+byinshi O
+, O
+izahembwa O
+US O
+$ O
+150 O
+. O
+
+Mu O
+gihe O
+abo O
+kuri O
+Facebook B-ORG
+basabwe O
+gufata O
+link O
+y’indirimbo O
+Isubireho O
+kuri O
+YouTube B-ORG
+bakabisangiza O
+inshuti O
+zabo O
+. O
+
+Batanu O
+ba O
+mbere O
+bazahembwa O
+Us O
+$ O
+30 O
+buri O
+wese O
+. O
+
+Isubireho O
+ni O
+indirimbo O
+yagiye O
+hanze O
+kuri O
+uyu B-DATE
+wa I-DATE
+Gatatu I-DATE
+tariki O
+10 B-DATE
+Kamena I-DATE
+2020 I-DATE
+, O
+irimo O
+ubutumwa O
+bukebura O
+abakobwa O
+cyangwa O
+se O
+abahungu O
+bishora O
+mu O
+ngeso O
+mbi O
+cyane O
+cyane O
+iz’ubusambanyi O
+. O
+
+Ishushanya O
+umukobwa O
+uba O
+warananiye O
+iwabo O
+akajya O
+ararana O
+n’abasore O
+mu O
+ma O
+hoteli O
+, O
+kugeza O
+aho O
+bamufashe O
+ku O
+ngufu O
+bakamukoresha O
+imibonano O
+mpuzabitsina O
+barenze O
+umwe O
+. O
+
+Mu O
+gitero O
+cyayo O
+cya O
+mbere O
+, O
+Nsengiyumva B-PER
+araririmba O
+ati O
+“ O
+Mukamana B-PER
+ubwo O
+aragiye O
+saa B-DATE
+munani I-DATE
+na O
+nijoro O
+ntatinya O
+ashaka O
+amafaranga O
+. O
+
+Kukinyonga O
+ni O
+ijana O
+, O
+kudingisa O
+ni O
+bitanu O
+Mukamana B-PER
+urananiranye O
+ngaho O
+isubireho O
+. O
+
+Iyi O
+ndirimbo O
+yayihimbye O
+ashaka O
+gukebura O
+abakobwa O
+bakora O
+umwuga O
+w’uburaya O
+. O
+
+Iyi O
+ndirimbo O
+ni O
+iya O
+karindwi O
+mu O
+zo O
+uyu O
+muhanzi O
+amaze O
+gushyira O
+hanze O
+. O
+
+Ije O
+ikurikira O
+iyo O
+yamenyekanyemo O
+cyane O
+yitwa O
+‘Mariya B-PER
+Jeannne’ I-PER
+yanatumye O
+bamwita O
+Igisupusupu O
+, O
+‘Rwagitima’ O
+n’izindi O
+. O
+
+Bitandukanye O
+n’izindi O
+ndirimbo O
+yagiye O
+akora O
+, O
+Nsengiyumva B-PER
+muri O
+iyi O
+ndirimbo O
+nshya O
+agaragara O
+yambaye O
+imikufi O
+itandukanye O
+yanahinduye O
+umweru O
+imisatsi O
+ye O
+. O
+
+Nsengiyumva B-PER
+w’imyaka O
+41 O
+y’amavuko O
+yize O
+gucuranga O
+umuduri O
+mu O
+1999 B-DATE
+ubwo O
+yari O
+afite O
+imyaka O
+20 O
+mu O
+gihe O
+cy’amezi O
+atanu O
+. O
+
+Yize O
+amashuri O
+abanza O
+gusa O
+, O
+ubu O
+afite O
+abana O
+babiri O
+. O
+
+Reba O
+iyi O
+ndirimbo O
+nshya O
+ya O
+Nsengiyumva B-PER
+wamenyekanye O
+nka O
+Igisupusupu O
+
+Steve B-PER
+Bing I-PER
+wamamaye O
+mu O
+ruganda O
+rwa O
+sinema O
+i O
+Hollywood B-LOC
+yapfuye O
+yiyahuye O
+
+Steve B-PER
+Bing I-PER
+wamamaye O
+mu O
+ruganda O
+rwa O
+sinema O
+i O
+Hollywood B-LOC
+muri O
+Leta B-LOC
+Zunze I-LOC
+Ubumwe I-LOC
+za I-LOC
+Amerika I-LOC
+yapfuye O
+yiyahuye O
+. O
+
+Steve B-PER
+Bing I-PER
+wamamaye O
+mu O
+ruganda O
+rwa O
+sinema O
+i O
+Hollywood B-LOC
+muri O
+Leta B-LOC
+Zunze I-LOC
+Ubumwe I-LOC
+za I-LOC
+Amerika I-LOC
+yapfuye O
+yiyahuye O
+. O
+
+Iby’uko O
+uyu O
+mugabo O
+wari O
+ufite O
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+Yakomeje O
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+, O
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+, O
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+Umuyobozi O
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+Ati O
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+Sambai B-PER
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+Yakomeje O
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+Nihakomorerwa O
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+Bibarwa O
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+Werurwe B-DATE
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+9 O
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+IATA B-ORG
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+Umuryango B-ORG
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+IATA B-ORG
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+Ku O
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+Shira O
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+U B-LOC
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+Dr O
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