diff --git "a/vocab.txt" "b/vocab.txt"
--- "a/vocab.txt"
+++ "b/vocab.txt"
@@ -3,7 +3,6 @@
 [CLS]
 [SEP]
 [MASK]
-&
 '
 (
 )
@@ -21,7 +20,6 @@
 7
 8
 9
-_
 a
 b
 c
@@ -52,14 +50,9 @@ z
 ·
 º
 æ
-ð
 ø
-ı
-ł
-ƒ
-ɳ
-ʻ
-ͳ
+ɛ
+ˆ
 α
 β
 γ
@@ -72,7 +65,6 @@ z
 λ
 μ
 ν
-ξ
 π
 ρ
 σ
@@ -81,29920 +73,29928 @@ z
 χ
 ω
 ϕ
-ܣ
-ܤ
-ܯ
-ݐ
-ݑ
-ݔ
-ߠ
-ߩ
-ହ
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-ᅭ
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-ᆬ
-ᆱ
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+ϵ
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-molecules
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-820
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 tracing
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-longitudinal
-greg
-outp
-outbur
-##roll
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-topic
-topmost
-commenced
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-sandwich
-differentiate
-midto
-##indles
-terras
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-peel
-pebble
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-southernmost
-159
-##cks
-organism
-biology
-silicification
-moats
-microtherm
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-oxybar
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-emplo
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-barite
-gras
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-##cours
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-blocky
-seconds
-entrain
-morphologically
-uncomm
-srm
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-##okes
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-thermometer
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-passing
-substitution
-austin
-lipids
-elat
-funnel
-thrusts
-evaporative
-millimeters
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-humans
-ashes
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-##after
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-requirements
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-july
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-rhod
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-gabi
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-hzb
-coming
-avalanching
-gneisses
-recurrent
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-skeleton
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-hirise
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-accompanying
-cryosphere
-affine
-packages
-occupies
-oscillation
-namely
-namling
-decade
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-brun
-campanian
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-scarp
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-batches
-##ollector
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-##olidus
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-pipe
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-erodible
-tube
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-##ipelagic
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-camera
-mammals
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-intermittent
-anisotropy
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-egy
-frozen
-ssts
-sabine
-tfl
-compensated
-fluorapatite
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-attribute
-glaciovolcanism
-bifs
-clues
-dalafilla
-hindered
-rafted
-happens
-envelope
-delineate
-junctions
-lubrication
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 ethiopia
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-sonar
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-bishop
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-kl
-kot
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-ng
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-pil
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