diff --git "a/vocab.txt" "b/vocab.txt"
--- "a/vocab.txt"
+++ "b/vocab.txt"
@@ -4,6 +4,7 @@
 [SEP]
 [MASK]
 &
+'
 (
 )
 ,
@@ -51,13 +52,7 @@ z
 µ
 ·
 ø
-þ
-ħ
-ı
 ł
-ɛ
-ɳ
-ˆ
 α
 β
 γ
@@ -71,81 +66,83 @@ z
 μ
 ν
 ξ
+ο
 π
 ρ
 σ
 τ
-υ
 φ
 χ
 ψ
 ω
 ϕ
-ϰ
 ϵ
 а
-с
-ѳ
+в
+о
 –
 ’
-ℑ
-##i
-##c
+ℏ
+##h
+##a
+##d
 ##r
 ##o
-##a
 ##n
-##l
-##y
-##s
-##h
+##i
+##c
 ##u
-##d
-##t
-##z
+##s
 ##e
-##v
+##p
 ##g
-##q
+##t
 ##m
-##f
-##p
 ##b
-##1
-##4
 ##k
-##6
-##x
-##w
-##9
-##7
+##l
+##v
 ##2
-##8
 ##0
+##1
+##9
+##y
+##w
 ##3
-##α
+##8
+##4
+##x
+##z
+##6
+##f
+##7
+##μ
+##q
 ##5
-##ρ
+##β
 ##j
-##λ
-##ω
 ##θ
-##ı
+##ø
+##в
+##ρ
 ##δ
-##ł
-##υ
-##ϕ
 ##π
-##ψ
-##χ
+##λ
 ##ν
-##μ
-##ɛ
-##ø
-##η
-##µ
-##ħ
-##ѳ
+##κ
+##ξ
+##α
+##ψ
+##ł
+##ω
+##γ
+##ϵ
+##ϕ
+##ο
+##ε
+##σ
+##о
+##φ
 th
 the
 ##er
@@ -158,13 +155,13 @@ the
 ##al
 ##nd
 of
+##ion
 ##it
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 in
 ##ic
-##ar
 ##re
+##ar
 and
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@@ -173,28425 +170,27296 @@ and
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 manitoba
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 snapshots
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+ohnemus
+silicificationepisode
+eqdiameter
+treydte
+triboliini
+micromeritics
+morenetangen
+removeoffterrainobjects
+nanoscale
+omnipresent
+pilgrimages
+szentbekkalla
+szymczak
+innopraktika
+baddeleyite
+conjointly
+orthoimage
+orthorhombic
+photosynthesis
+malaysia
+malfunctioning
+pw2404
+tcvitals
+0918tesla
+ghcosθ
+goniaderini
+gonzalez
+lliboutry
+legitimates
+googleearthtm
+eyjafjallajokull
+ruzicic
+multiscalestddevnorm
+photoelectrocolorimeter
+circumthetyan
+mutnovsky
+kuhitangiinae
+wilhelmøya
+volcanosedimentary
+clinopyroxenes
+griquatown
+sakurajima
+burmanderived
+echosounders
+jeppestown
+masaitis
+michaelis
+pentaphyllus
+metaplutonic
+launceston
+hukawng
+hamamatsu
+klepikova
 alphitobiini
-preponderance
-fuentillejo
-syringaldehyde
-areskutan
-korvunchansky
-nakhltie
-sacramento
-coleopterous
-disaggregate
-trichopteran
-erzgebirge
-irrefutable
-palaeocoleopterology
-cortecci
-cervicornis
-dorsolateral
-illapel
-m0028a
-saskatchewan
-telecommunications
-tagliacozzo
-rebuilt
-gebreselassie
-sponhauer
-metadolostone
+desulfobulbaceae
+acetanilide
+postdepositional
+kalinicheva
+zhelobnaya
+biosiliceous
+biddoccu
+bloomstrandhalvøya
+bryozoans
+caterpillars
+hirnantian
+kazakhstan
+luvizotto
+peloponnesus
+rodriguez
+sigsbee
+salezertobel
+voiotia
+vasilievbreen
+vandenberghe
+wannagan
+inaccuracies
+gebrehiwot
 indiscriminately
-multicriteria
-retrodicting
-helicospaera
-baculogypsina
-caucasus
-husbandry
-jaspilites
-krzerminska
-krasheninnikova
+abdallah
+lokiarchaetoa
+lagerstatte
+4months
+botneheia
+crowdworkers
+gowienica
+lyuriki
+nesocyrtosoma
+telemetered
+ukinrek
+neptuneplus
+amalgamates
+demonstrably
+multicollector
+platycteniopus
+hypervelocity
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+hjelstuen
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+hochvernagtspitze
+ixtepeque
+kryzhanovskiana
+koutsoyiannis
+koehrer
+lomonosov
 nabozhenko
-pieruccioni
-δxδyδz
-stakeholders
-suzgunskaja
-maneuvering
-microphotographs
-schizoretepora
-guzmaina
-thermocatalytic
-paleohydorogeology
-paleohydrogeology
-02053800
-etzelmuller
-ehsanzadeh
-fascinating
-gonzalez
-glubokaya
-haregeweyn
-jarzembowski
-kostomuksha
-kihpinych
-kristallchemie
-koshelevsky
-liljedahl
-lernamerdz
-loudspeakers
-mctammany
-oshukovskoe
-ogrodzieniec
-pirassununga
-rericulofenestra
-schneebeli
-tikhonov
-uzbekistan
-vatnajokull
-vesuvius
-vetvistaya
-werenskiold
-walczowski
-trifluoroacetamide
-trimethylchlorosilane
+oumuamua
+oskarshamn
+pyrometamorphism
+pоrtner
+qgis2threejs
+rhipidandrus
+verrucomicrobia
+wierzchos
+yogyakarta
+φρwcpw
+ofsalitrespecimens
+diethylenetriaminepenta
+multiscalestddevnormals