diff --git "a/models/tokenizer/kbp_tokenizer_32k.vocab" "b/models/tokenizer/kbp_tokenizer_32k.vocab"
new file mode 100644--- /dev/null
+++ "b/models/tokenizer/kbp_tokenizer_32k.vocab"
@@ -0,0 +1,32000 @@
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+▁n̄azɩyaa	-26560
+▁n̄ɔɔzɩtʋ	-26561
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+▁paatɩlɩɣ	-26574
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+▁abdoulaye	-26884
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+▁ahʊʊzʊʊna	-26888
+▁akoŋkaŋga	-26889
+▁akropɔɔlɩ	-26890
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+▁alabaamaa	-26892
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+▁amerikadʋ	-26895
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+▁anansaayɩ	-26897
+▁angletɛɖɩ	-26898
+▁antartiki	-26899
+▁antocyane	-26900
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+▁astrakhan	-26904
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+▁asɛsɛɛnaa	-26906
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+▁augustine	-26908
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+▁avestique	-26910
+▁aŋgandɩyɛ	-26911
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+▁eerɔpɩyɛɛ	-26945
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+▁fɛndɛlɛɛɛ	-26963
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+▁kaɣlɛyɩtʊ	-27000
+▁kedeŋganɛ	-27001
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+▁kiselesiɣ	-27011
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+▁klarinɛtɩ	-27013
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+▁krokoyiti	-27022
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+▁kɛgbɛyɩsɩ	-27024
+▁kɛkpɛlɛka	-27025
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+▁kɩhɩzɩnaʊ	-27027
+▁kɩkpaɖɩtʊ	-27028
+▁kɩkpɛdɩyɛ	-27029
+▁kɩkpɛlɛkɩ	-27030
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+▁kɩkɛdɩnaʊ	-27032
+▁kɩkɩndɩyɛ	-27033
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+▁kɩmamanam	-27035
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+▁kɩsɛcɛzʊʊ	-27038
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+▁kʊlʊmɖɩyɛ	-27042
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+▁kʊñɔntɩtʊ	-27044
+▁kʊñɔntʊtʊ	-27045
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+▁kʋkʋyʋmɩŋ	-27047
+▁kʋyʋsɩnaʋ	-27048
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+▁langhorne	-27050
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+▁malikanaa	-27061
+▁mamacɩɩɖɛ	-27062
+▁mandchoue	-27063
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+▁minezotaa	-27071
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+▁mordechai	-27074
+▁mérytamon	-27075
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+▁nangbanzɩ	-27078
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+▁nanzɛmɩyɛ	-27080
+▁naturalis	-27081
+▁naŋgbaŋga	-27082
+▁naŋgbaŋgʊ	-27083
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