Upload model from models/nemotron-speech-streaming-en-0.6b-mlx-4bit

README.md

@@ -0,0 +1,77 @@
+---
+license: cc-by-4.0
+track_downloads: true
+language:
+- en
+- es
+- fr
+- de
+- bg
+- hr
+- cs
+- da
+- nl
+- et
+- fi
+- el
+- hu
+- it
+- lv
+- lt
+- mt
+- pl
+- pt
+- ro
+- sk
+- sl
+- sv
+- ru
+- uk
+
+pipeline_tag: automatic-speech-recognition
+library_name: mlx
+datasets:
+- nvidia/Granary
+- nemo/asr-set-3.0
+tags:
+- quantized
+- automatic-speech-recognition
+- speech
+- audio
+- Transducer
+- TDT
+- FastConformer
+- Conformer
+- pytorch
+- Parakeet
+base_model: nvidia/parakeet-tdt-0.6b-v3
+---
+
+# **animaslabs/parakeet-tdt-0.6b-v3-mlx**
+
+This model was converted to MLX format from [nvidia/parakeet-tdt-0.6b-v3](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3) using the scripts in this [github repo](https://github.com/animaslabs/mlx-models). Please refer to [original model card](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3) for more details on the model.
+
+## Use with mlx
+
+NOTE: parakeet-mlx and mlx-audio do not support quantized models.
+
+### parakeet-mlx
+
+```bash
+pip install -U parakeet-mlx
+```
+
+```bash
+parakeet-mlx audio.wav --model mlx-community/parakeet-tdt-0.6b-v3
+```
+
+### mlx-audio
+
+```bash
+pip install -U mlx-audio
+```
+
+```bash
+python -m mlx_audio.stt.generate --model mlx-community/parakeet-tdt-0.6b-v3 --audio audio.wav --output somewhere
+```
+

config.json

@@ -0,0 +1,8 @@
+{
+  "model_type": "parakeet-tdt",
+  "framework": "mlx",
+  "quantization": {
+    "bits": 4,
+    "group_size": 64
+  }
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab5abc14c63e82c9baed231bcdd7061a463da3da30b94df02b87ac0dcfa652ce
+size 351359434

model_config.yaml

@@ -0,0 +1,2227 @@
+sample_rate: 16000
+compute_eval_loss: false
+log_prediction: true
+rnnt_reduction: mean_volume
+skip_nan_grad: false
+model_defaults:
+  enc_hidden: 1024
+  pred_hidden: 640
+  joint_hidden: 640
+train_ds:
+  use_lhotse: true
+  skip_missing_manifest_entries: true
+  input_cfg: null
+  tarred_audio_filepaths: null
+  manifest_filepath: null
+  sample_rate: 16000
+  shuffle: true
+  num_workers: 2
+  pin_memory: true
+  max_duration: 40.0
+  min_duration: 0.1
+  text_field: answer
+  batch_duration: null
+  use_bucketing: true
+  max_tps: null
+  bucket_duration_bins: null
+  bucket_batch_size: null
+  num_buckets: null
+  bucket_buffer_size: null
+  shuffle_buffer_size: null
+  augmentor: null
+validation_ds:
+  use_lhotse: true
+  manifest_filepath: /data/ASR/en/librispeech/test-other.json
+  sample_rate: 16000
+  batch_size: 32
+  shuffle: false
+  max_duration: 40.0
+  min_duration: 0.1
+  num_workers: 2
+  pin_memory: true
+  text_field: answer
+  tarred_audio_filepaths: null
+tokenizer:
+  dir: null
+  type: bpe
+  model_path: nemo:e8dc9587bf16427491071501d9080e4e_tokenizer.model
+  vocab_path: nemo:5f463a58a6f9401796aae466cbf12f7d_vocab.txt
+  spe_tokenizer_vocab: nemo:26b131bdef564f2cbe451e9219efcbab_tokenizer.vocab
+preprocessor:
+  _target_: nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
+  sample_rate: 16000
+  normalize: NA
+  window_size: 0.025
+  window_stride: 0.01
+  window: hann
+  features: 128
+  n_fft: 512
+  log: true
+  frame_splicing: 1
+  dither: 1.0e-05
+  pad_to: 0
+  pad_value: 0.0
+spec_augment:
+  _target_: nemo.collections.asr.modules.SpectrogramAugmentation
+  freq_masks: 2
+  time_masks: 10
+  freq_width: 27
+  time_width: 0.05
+encoder:
+  _target_: nemo.collections.asr.modules.ConformerEncoder
+  feat_in: 128
+  feat_out: -1
+  n_layers: 24
+  d_model: 1024
+  use_bias: false
+  subsampling: dw_striding
+  subsampling_factor: 8
+  subsampling_conv_channels: 256
+  causal_downsampling: true
+  reduction: null
+  reduction_position: null
+  reduction_factor: 1
+  ff_expansion_factor: 4
+  self_attention_model: rel_pos
+  n_heads: 8
+  att_context_size:
+  - - 70
+    - 13
+  - - 70
+    - 6
+  - - 70
+    - 1
+  - - 70
+    - 0
+  att_context_style: chunked_limited
+  xscaling: false
+  untie_biases: true
+  pos_emb_max_len: 5000
+  conv_kernel_size: 9
+  conv_norm_type: layer_norm
+  conv_context_size: causal
+  dropout: 0.1
+  dropout_pre_encoder: 0.1
+  dropout_emb: 0.0
+  dropout_att: 0.1
+  stochastic_depth_drop_prob: 0.0
+  stochastic_depth_mode: linear
+  stochastic_depth_start_layer: 1
+decoder:
+  _target_: nemo.collections.asr.modules.RNNTDecoder
+  normalization_mode: null
+  random_state_sampling: false
+  blank_as_pad: true
+  prednet:
+    pred_hidden: 640
+    pred_rnn_layers: 2
+    t_max: null
+    dropout: 0.2
+  vocab_size: 1024
+joint:
+  _target_: nemo.collections.asr.modules.RNNTJoint
+  log_softmax: null
+  preserve_memory: false
+  fuse_loss_wer: true
+  fused_batch_size: 4
+  jointnet:
+    joint_hidden: 640
+    activation: relu
+    dropout: 0.2
+    encoder_hidden: 1024
+    pred_hidden: 640
+  num_classes: 1024
+  vocabulary:
+  - <unk>
+  - ▁t
+  - ▁th
+  - ▁a
+  - in
+  - ▁the
+  - re
+  - ▁w
+  - ▁o
+  - ▁s
+  - er
+  - at
+  - ou
+  - nd
+  - it
+  - is
+  - ▁h
+  - ▁b
+  - 'on'
+  - ▁c
+  - ing
+  - en
+  - ▁to
+  - ▁m
+  - ▁f
+  - ▁p
+  - or
+  - an
+  - es
+  - ▁of
+  - ▁d
+  - ed
+  - ll
+  - ▁and
+  - ▁I
+  - ▁in
+  - ▁l
+  - ar
+  - ▁y
+  - ▁g
+  - as
+  - ▁you
+  - om
+  - ▁n
+  - ic
+  - ve
+  - al
+  - ion
+  - us
+  - ▁be
+  - ow
+  - le
+  - ▁wh
+  - ▁e
+  - ot
+  - ut
+  - ▁it
+  - ▁is
+  - ▁we
+  - ▁T
+  - ▁re
+  - et
+  - ▁A
+  - ent
+  - ▁on
+  - ▁ha
+  - ay
+  - ▁S
+  - ct
+  - ▁Th
+  - ver
+  - id
+  - ig
+  - im
+  - ro
+  - ▁for
+  - ly
+  - ▁he
+  - ke
+  - ld
+  - se
+  - st
+  - ch
+  - ▁st
+  - all
+  - ce
+  - ur
+  - ith
+  - am
+  - if
+  - ir
+  - ▁go
+  - ▁u
+  - ▁as
+  - ▁was
+  - ad
+  - ▁W
+  - ▁k
+  - ▁an
+  - ht
+  - th
+  - ▁r
+  - ▁are
+  - ere
+  - ▁se
+  - ▁do
+  - ▁B
+  - ▁so
+  - ▁sh
+  - ▁not
+  - ▁li
+  - od
+  - ▁C
+  - ust
+  - ill
+  - ight
+  - ally
+  - ▁And
+  - ter
+  - ▁or
+  - ▁me
+  - ▁M
+  - ome
+  - op
+  - ▁at
+  - il
+  - ▁The
+  - ould
+  - ▁j
+  - ant
+  - ▁So
+  - ▁H
+  - ol
+  - ain
+  - ▁can
+  - ▁de
+  - ▁ne
+  - ore
+  - ▁con
+  - ▁kn
+  - ck
+  - ul
+  - ▁fr
+  - ▁ab
+  - ers
+  - ess
+  - ge
+  - ▁pro
+  - pe
+  - ate
+  - ▁su
+  - ▁com
+  - ▁but
+  - ▁all
+  - est
+  - qu
+  - ▁ex
+  - ▁al
+  - ra
+  - ▁O
+  - out
+  - use
+  - very
+  - pp
+  - ▁Y
+  - ▁ch
+  - ri
+  - ist
+  - ▁v
+  - ▁lo
+  - ment
+  - art
+  - ▁P
+  - nt
+  - ab
+  - ▁one
+  - ▁N
+  - ive
+  - ▁wor
+  - ions
+  - ort
+  - ▁L
+  - ▁by
+  - ich
+  - ▁my
+  - ity
+  - ok
+  - ▁G
+  - res
+  - ▁up
+  - un
+  - um
+  - ea
+  - ind
+  - and
+  - ink
+  - el
+  - ▁D
+  - em
+  - ▁E
+  - os
+  - oug
+  - ▁if
+  - ca
+  - ▁out
+  - ▁int
+  - ie
+  - ▁F
+  - ▁It
+  - ▁his
+  - ard
+  - ▁had
+  - ▁tr
+  - her
+  - our
+  - ies
+  - ake
+  - ▁R
+  - ▁We
+  - ▁get
+  - ▁don
+  - ▁us
+  - ak
+  - ▁pl
+  - ect
+  - ure
+  - ame
+  - ast
+  - ▁who
+  - ack
+  - ▁le
+  - ▁sa
+  - iv
+  - ci
+  - ide
+  - ▁tim
+  - ▁our
+  - ound
+  - ous
+  - ▁co
+  - ▁pe
+  - ose
+  - ud
+  - ▁see
+  - ough
+  - ▁man
+  - ▁qu
+  - ▁You
+  - so
+  - ople
+  - ▁Wh
+  - ong
+  - ap
+  - ther
+  - ▁J
+  - are
+  - ine
+  - ▁say
+  - ▁im
+  - ▁But
+  - ings
+  - ▁has
+  - ▁ag
+  - ff
+  - ▁her
+  - itt
+  - one
+  - ▁en
+  - ▁ar
+  - ▁fe
+  - ven
+  - ▁any
+  - ▁mo
+  - reat
+  - ag
+  - ▁how
+  - ▁cl
+  - pt
+  - ▁now
+  - own
+  - ber
+  - ▁him
+  - ▁act
+  - hing
+  - ice
+  - ▁no
+  - ans
+  - iz
+  - ▁fa
+  - per
+  - pl
+  - ▁te
+  - ▁ad
+  - age
+  - ree
+  - ▁tw
+  - ank
+  - ▁He
+  - ple
+  - ite
+  - ry
+  - ▁U
+  - ish
+  - ire
+  - ue
+  - ▁In
+  - ▁she
+  - ble
+  - cc
+  - nder
+  - ▁way
+  - ▁pr
+  - ear
+  - ▁did
+  - ▁po
+  - eah
+  - ▁un
+  - omet
+  - ence
+  - ep
+  - uch
+  - ▁sp
+  - ach
+  - og
+  - ance
+  - able
+  - iff
+  - sel
+  - ▁got
+  - way
+  - ▁gr
+  - alk
+  - ▁res
+  - ated
+  - irst
+  - ick
+  - ass
+  - ▁two
+  - ▁dis
+  - ord
+  - ▁pre
+  - ount
+  - ase
+  - ip
+  - ult
+  - ical
+  - orm
+  - ary
+  - ace
+  - ▁spe
+  - ▁Ch
+  - ▁thr
+  - ▁imp
+  - int
+  - ▁am
+  - ▁off
+  - act
+  - ia
+  - ▁ro
+  - ress
+  - ▁per
+  - ▁fo
+  - ▁br
+  - ▁K
+  - vel
+  - ▁gu
+  - ▁bo
+  - ang
+  - kay
+  - ub
+  - ign
+  - ▁may
+  - ving
+  - ces
+  - ens
+  - cl
+  - ▁lot
+  - ru
+  - ade
+  - ▁bet
+  - ▁bl
+  - ▁let
+  - fore
+  - co
+  - ild
+  - ning
+  - xt
+  - ile
+  - ark
+  - self
+  - ▁app
+  - ory
+  - du
+  - ▁day
+  - ▁St
+  - ater
+  - ▁use
+  - ys
+  - fter
+  - ▁new
+  - ious
+  - ial
+  - he
+  - wn
+  - ved
+  - red
+  - ▁fl
+  - iss
+  - ody
+  - form
+  - ian
+  - tain
+  - ▁bu
+  - ▁V
+  - ▁rec
+  - ty
+  - be
+  - ▁sc
+  - ors
+  - vers
+  - ▁put
+  - ife
+  - ▁If
+  - we
+  - te
+  - ject
+  - ath
+  - ting
+  - ▁rem
+  - ▁acc
+  - ull
+  - ons
+  - ▁ind
+  - ▁ser
+  - ▁ke
+  - ates
+  - ves
+  - na
+  - lic
+  - ▁des
+  - ▁its
+  - ful
+  - ents
+  - erm
+  - ac
+  - ered
+  - ise
+  - ▁sy
+  - urn
+  - ▁em
+  - oth
+  - ual
+  - ne
+  - ward
+  - ib
+  - ▁try
+  - ▁pos
+  - nds
+  - ft
+  - get
+  - ph
+  - ▁ob
+  - ady
+  - igh
+  - ood
+  - ▁rel
+  - ▁wr
+  - ug
+  - ears
+  - ail
+  - ▁Now
+  - ▁bit
+  - ng
+  - ▁Oh
+  - ▁hel
+  - ange
+  - ▁reg
+  - ▁rep
+  - ▁bel
+  - ▁sm
+  - ost
+  - tern
+  - gr
+  - ▁own
+  - ▁end
+  - pect
+  - ily
+  - day
+  - ied
+  - ific
+  - ower
+  - ▁add
+  - cess
+  - ict
+  - ible
+  - ▁bas
+  - ▁i
+  - ▁op
+  - cial
+  - ular
+  - ▁Be
+  - ced
+  - ▁too
+  - ks
+  - ew
+  - mer
+  - ▁ph
+  - ob
+  - ==
+  - ▁la
+  - ▁set
+  - ▁min
+  - ▁sub
+  - ▁gen
+  - atch
+  - ..
+  - ▁inv
+  - ▁As
+  - ▁nat
+  - ▁sl
+  - ▁num
+  - av
+  - ways
+  - ▁God
+  - stem
+  - ▁ac
+  - ▁att
+  - ▁ev
+  - ▁def
+  - llow
+  - ▁str
+  - lect
+  - ars
+  - ▁cr
+  - ▁Is
+  - olog
+  - les
+  - oy
+  - ▁ask
+  - ▁inc
+  - body
+  - ▁ent
+  - ▁pol
+  - ness
+  - ix
+  - ▁why
+  - onna
+  - ▁ear
+  - ▁tak
+  - ▁Un
+  - ited
+  - mun
+  - li
+  - ute
+  - ract
+  - ▁dec
+  - uro
+  - ▁mak
+  - ▁fin
+  - ween
+  - ▁No
+  - arch
+  - ▁bec
+  - gan
+  - old
+  - cy
+  - ▁big
+  - ▁For
+  - ren
+  - als
+  - und
+  - ▁Al
+  - ▁All
+  - ss
+  - ows
+  - ▁mod
+  - ock
+  - ▁id
+  - ism
+  - cus
+  - ▁gl
+  - ably
+  - ▁ass
+  - ▁car
+  - ata
+  - ppen
+  - led
+  - ▁sim
+  - ▁mon
+  - ics
+  - ▁giv
+  - cept
+  - ▁Mr
+  - pan
+  - ▁pub
+  - ▁eff
+  - ▁How
+  - ps
+  - vern
+  - end
+  - hip
+  - iew
+  - ope
+  - ▁An
+  - ▁She
+  - ▁Com
+  - ee
+  - ures
+  - ell
+  - ouse
+  - cond
+  - king
+  - oc
+  - ues
+  - ever
+  - ▁To
+  - clud
+  - ▁ins
+  - ▁exp
+  - ▁old
+  - ▁mem
+  - ▁ref
+  - ▁tra
+  - ▁far
+  - ave
+  - rat
+  - ▁sur
+  - ruct
+  - rib
+  - duct
+  - uff
+  - ▁met
+  - ▁sch
+  - ince
+  - ▁run
+  - ense
+  - ▁cle
+  - ▁==
+  - mon
+  - ize
+  - ▁ord
+  - blem
+  - tin
+  - ▁Let
+  - ner
+  - ond
+  - its
+  - ▁cor
+  - land
+  - ▁cur
+  - ▁Re
+  - ▁bus
+  - ▁uh
+  - air
+  - ote
+  - ants
+  - ason
+  - ric
+  - ▁el
+  - ▁cer
+  - nce
+  - ▁fam
+  - ▁cap
+  - uck
+  - ool
+  - ried
+  - ▁cou
+  - ▁fun
+  - ▁wom
+  - ▁hum
+  - ▁ty
+  - ▁ap
+  - ike
+  - ▁few
+  - oney
+  - ▁inf
+  - ont
+  - ese
+  - ook
+  - gy
+  - uth
+  - ulat
+  - ieve
+  - ized
+  - ross
+  - ▁ple
+  - ▁um
+  - ▁val
+  - ▁equ
+  - ▁lea
+  - ▁lar
+  - ah
+  - eral
+  - ▁ed
+  - ared
+  - lish
+  - arn
+  - ds
+  - esn
+  - ▁iss
+  - ▁ca
+  - ted
+  - ices
+  - ▁wee
+  - ash
+  - ▁top
+  - ten
+  - up
+  - ts
+  - gin
+  - con
+  - ari
+  - ▁opp
+  - osed
+  - ▁eas
+  - ▁ext
+  - gg
+  - az
+  - ▁Fr
+  - ideo
+  - izat
+  - ▁men
+  - ▁mom
+  - ▁ret
+  - tty
+  - rist
+  - ▁gra
+  - alth
+  - ef
+  - ▁det
+  - ax
+  - ▁mat
+  - chn
+  - ern
+  - peri
+  - ▁bre
+  - ▁Sh
+  - sw
+  - erat
+  - ▁sit
+  - ters
+  - ale
+  - man
+  - ▁sol
+  - ork
+  - ▁adv
+  - ety
+  - ▁vis
+  - ▁med
+  - uc
+  - less
+  - ▁unt
+  - gram
+  - ets
+  - ists
+  - ▁ey
+  - ▁col
+  - imes
+  - ▁law
+  - ▁pri
+  - sid
+  - ▁On
+  - ▁mot
+  - ield
+  - ▁Do
+  - ▁At
+  - ages
+  - amp
+  - ▁art
+  - miss
+  - ▁sk
+  - alf
+  - pr
+  - ier
+  - ▁beh
+  - ▁Yes
+  - ural
+  - ime
+  - ▁wa
+  - oks
+  - bers
+  - ger
+  - ient
+  - ries
+  - '...'
+  - ▁che
+  - ▁Br
+  - ird
+  - ▁Ar
+  - ▁war
+  - inat
+  - ▁My
+  - ital
+  - wh
+  - med
+  - ▁pur
+  - ully
+  - ▁One
+  - ▁rat
+  - ines
+  - ▁Of
+  - io
+  - ▁loc
+  - ret
+  - ctor
+  - ▁leg
+  - stit
+  - ined
+  - ught
+  - ▁dur
+  - ▁es
+  - vent
+  - aj
+  - ▁bro
+  - ▁saw
+  - ▁sec
+  - ream
+  - ▁pop
+  - reen
+  - ▁Ind
+  - els
+  - ▁yet
+  - ired
+  - ▁sw
+  - tro
+  - oup
+  - most
+  - pean
+  - eds
+  - ush
+  - oh
+  - ▁Se
+  - ▁tea
+  - ann
+  - ilit
+  - err
+  - pend
+  - ton
+  - ased
+  - ▁aff
+  - ▁mor
+  - ▁dra
+  - put
+  - ▁dr
+  - ins
+  - uat
+  - nect
+  - cri
+  - outh
+  - ▁ra
+  - ▁pay
+  - ms
+  - ▁av
+  - bs
+  - ling
+  - ▁De
+  - ▁Or
+  - ove
+  - ▁Can
+  - ▁eng
+  - ames
+  - ided
+  - ▁Go
+  - mitt
+  - ode
+  - ▁cre
+  - par
+  - ides
+  - pos
+  - ▁fav
+  - ▁air
+  - ▁New
+  - ▁bad
+  - ▁six
+  - vat
+  - ▁pat
+  - not
+  - ▁di
+  - rop
+  - ral
+  - orn
+  - ▁par
+  - cing
+  - ▁aw
+  - orts
+  - ox
+  - ▁yes
+  - cuss
+  - eng
+  - ives
+  - erms
+  - ▁job
+  - mand
+  - ying
+  - ▁occ
+  - aps
+  - ases
+  - ▁Not
+  - rent
+  - ency
+  - att
+  - ised
+  - vice
+  - ▁Eng
+  - ▁est
+  - oked
+  - ▁Q
+  - iron
+  - idd
+  - me
+  - unch
+  - ane
+  - ▁z
+  - br
+  - arts
+  - ▁fat
+  - ery
+  - anks
+  - ▁jo
+  - ▁mar
+  - aw
+  - ott
+  - ards
+  - ▁oh
+  - ians
+  - ▁sci
+  - row
+  - unt
+  - ury
+  - ▁abs
+  - ergy
+  - ▁Z
+  - ump
+  - ▁Am
+  - ened
+  - angu
+  - ▁Pro
+  - icat
+  - itch
+  - ▁dri
+  - iat
+  - ▁
+  - e
+  - t
+  - o
+  - a
+  - 'n'
+  - i
+  - s
+  - r
+  - h
+  - l
+  - d
+  - u
+  - c
+  - m
+  - 'y'
+  - g
+  - w
+  - f
+  - p
+  - ','
+  - .
+  - b
+  - v
+  - k
+  - ''''
+  - I
+  - T
+  - A
+  - S
+  - x
+  - W
+  - j
+  - C
+  - B
+  - M
+  - '?'
+  - H
+  - O
+  - '0'
+  - P
+  - q
+  - 'Y'
+  - 'N'
+  - L
+  - D
+  - '1'
+  - E
+  - G
+  - z
+  - F
+  - R
+  - '-'
+  - '2'
+  - J
+  - U
+  - '9'
+  - K
+  - '5'
+  - '3'
+  - V
+  - '='
+  - '4'
+  - '8'
+  - '6'
+  - '7'
+  - '!'
+  - '%'
+  - ':'
+  - Q
+  - Z
+  - $
+  - X
+  - '"'
+  - '&'
+  - '*'
+  - /
+  - £
+  - +
+  - €
+  - _
+  - ^
+  - ¥
+decoding:
+  strategy: greedy_batch
+  greedy:
+    max_symbols: 10
+  beam:
+    beam_size: 2
+    return_best_hypothesis: false
+    score_norm: true
+    tsd_max_sym_exp: 50
+    alsd_max_target_len: 2.0
+aux_ctc:
+  ctc_loss_weight: 0.3
+  use_cer: false
+  ctc_reduction: mean_batch
+  decoder:
+    _target_: nemo.collections.asr.modules.ConvASRDecoder
+    feat_in: null
+    num_classes: -1
+    vocabulary: []
+  decoding:
+    strategy: greedy
+interctc:
+  loss_weights: []
+  apply_at_layers: []
+loss:
+  loss_name: default
+  warprnnt_numba_kwargs:
+    fastemit_lambda: 0.005
+    clamp: -1.0
+optim:
+  name: adamw
+  lr: 3.0
+  betas:
+  - 0.9
+  - 0.98
+  weight_decay: 0.001
+  sched:
+    name: NoamAnnealing
+    d_model: 1024
+    warmup_steps: 8000
+    warmup_ratio: null
+    min_lr: 1.0e-06
+labels:
+- <unk>
+- ▁t
+- ▁th
+- ▁a
+- in
+- ▁the
+- re
+- ▁w
+- ▁o
+- ▁s
+- er
+- at
+- ou
+- nd
+- it
+- is
+- ▁h
+- ▁b
+- 'on'
+- ▁c
+- ing
+- en
+- ▁to
+- ▁m
+- ▁f
+- ▁p
+- or
+- an
+- es
+- ▁of
+- ▁d
+- ed
+- ll
+- ▁and
+- ▁I
+- ▁in
+- ▁l
+- ar
+- ▁y
+- ▁g
+- as
+- ▁you
+- om
+- ▁n
+- ic
+- ve
+- al
+- ion
+- us
+- ▁be
+- ow
+- le
+- ▁wh
+- ▁e
+- ot
+- ut
+- ▁it
+- ▁is
+- ▁we
+- ▁T
+- ▁re
+- et
+- ▁A
+- ent
+- ▁on
+- ▁ha
+- ay
+- ▁S
+- ct
+- ▁Th
+- ver
+- id
+- ig
+- im
+- ro
+- ▁for
+- ly
+- ▁he
+- ke
+- ld
+- se
+- st
+- ch
+- ▁st
+- all
+- ce
+- ur
+- ith
+- am
+- if
+- ir
+- ▁go
+- ▁u
+- ▁as
+- ▁was
+- ad
+- ▁W
+- ▁k
+- ▁an
+- ht
+- th
+- ▁r
+- ▁are
+- ere
+- ▁se
+- ▁do
+- ▁B
+- ▁so
+- ▁sh
+- ▁not
+- ▁li
+- od
+- ▁C
+- ust
+- ill
+- ight
+- ally
+- ▁And
+- ter
+- ▁or
+- ▁me
+- ▁M
+- ome
+- op
+- ▁at
+- il
+- ▁The
+- ould
+- ▁j
+- ant
+- ▁So
+- ▁H
+- ol
+- ain
+- ▁can
+- ▁de
+- ▁ne
+- ore
+- ▁con
+- ▁kn
+- ck
+- ul
+- ▁fr
+- ▁ab
+- ers
+- ess
+- ge
+- ▁pro
+- pe
+- ate
+- ▁su
+- ▁com
+- ▁but
+- ▁all
+- est
+- qu
+- ▁ex
+- ▁al
+- ra
+- ▁O
+- out
+- use
+- very
+- pp
+- ���Y
+- ▁ch
+- ri
+- ist
+- ▁v
+- ▁lo
+- ment
+- art
+- ▁P
+- nt
+- ab
+- ▁one
+- ▁N
+- ive
+- ▁wor
+- ions
+- ort
+- ▁L
+- ▁by
+- ich
+- ▁my
+- ity
+- ok
+- ▁G
+- res
+- ▁up
+- un
+- um
+- ea
+- ind
+- and
+- ink
+- el
+- ▁D
+- em
+- ▁E
+- os
+- oug
+- ▁if
+- ca
+- ▁out
+- ▁int
+- ie
+- ▁F
+- ▁It
+- ▁his
+- ard
+- ▁had
+- ▁tr
+- her
+- our
+- ies
+- ake
+- ▁R
+- ▁We
+- ▁get
+- ▁don
+- ▁us
+- ak
+- ▁pl
+- ect
+- ure
+- ame
+- ast
+- ▁who
+- ack
+- ▁le
+- ▁sa
+- iv
+- ci
+- ide
+- ▁tim
+- ▁our
+- ound
+- ous
+- ▁co
+- ▁pe
+- ose
+- ud
+- ▁see
+- ough
+- ▁man
+- ▁qu
+- ▁You
+- so
+- ople
+- ▁Wh
+- ong
+- ap
+- ther
+- ▁J
+- are
+- ine
+- ▁say
+- ▁im
+- ▁But
+- ings
+- ▁has
+- ▁ag
+- ff
+- ▁her
+- itt
+- one
+- ▁en
+- ▁ar
+- ▁fe
+- ven
+- ▁any
+- ▁mo
+- reat
+- ag
+- ▁how
+- ▁cl
+- pt
+- ▁now
+- own
+- ber
+- ▁him
+- ▁act
+- hing
+- ice
+- ▁no
+- ans
+- iz
+- ▁fa
+- per
+- pl
+- ▁te
+- ▁ad
+- age
+- ree
+- ▁tw
+- ank
+- ▁He
+- ple
+- ite
+- ry
+- ▁U
+- ish
+- ire
+- ue
+- ▁In
+- ▁she
+- ble
+- cc
+- nder
+- ▁way
+- ▁pr
+- ear
+- ▁did
+- ▁po
+- eah
+- ▁un
+- omet
+- ence
+- ep
+- uch
+- ▁sp
+- ach
+- og
+- ance
+- able
+- iff
+- sel
+- ▁got
+- way
+- ▁gr
+- alk
+- ▁res
+- ated
+- irst
+- ick
+- ass
+- ▁two
+- ▁dis
+- ord
+- ▁pre
+- ount
+- ase
+- ip
+- ult
+- ical
+- orm
+- ary
+- ace
+- ▁spe
+- ▁Ch
+- ▁thr
+- ▁imp
+- int
+- ▁am
+- ▁off
+- act
+- ia
+- ▁ro
+- ress
+- ▁per
+- ▁fo
+- ▁br
+- ▁K
+- vel
+- ▁gu
+- ▁bo
+- ang
+- kay
+- ub
+- ign
+- ▁may
+- ving
+- ces
+- ens
+- cl
+- ▁lot
+- ru
+- ade
+- ▁bet
+- ▁bl
+- ▁let
+- fore
+- co
+- ild
+- ning
+- xt
+- ile
+- ark
+- self
+- ▁app
+- ory
+- du
+- ▁day
+- ▁St
+- ater
+- ▁use
+- ys
+- fter
+- ▁new
+- ious
+- ial
+- he
+- wn
+- ved
+- red
+- ▁fl
+- iss
+- ody
+- form
+- ian
+- tain
+- ▁bu
+- ▁V
+- ▁rec
+- ty
+- be
+- ▁sc
+- ors
+- vers
+- ▁put
+- ife
+- ▁If
+- we
+- te
+- ject
+- ath
+- ting
+- ▁rem
+- ▁acc
+- ull
+- ons
+- ▁ind
+- ▁ser
+- ▁ke
+- ates
+- ves
+- na
+- lic
+- ▁des
+- ▁its
+- ful
+- ents
+- erm
+- ac
+- ered
+- ise
+- ▁sy
+- urn
+- ▁em
+- oth
+- ual
+- ne
+- ward
+- ib
+- ▁try
+- ▁pos
+- nds
+- ft
+- get
+- ph
+- ▁ob
+- ady
+- igh
+- ood
+- ▁rel
+- ▁wr
+- ug
+- ears
+- ail
+- ▁Now
+- ▁bit
+- ng
+- ▁Oh
+- ▁hel
+- ange
+- ▁reg
+- ▁rep
+- ▁bel
+- ▁sm
+- ost
+- tern
+- gr
+- ▁own
+- ▁end
+- pect
+- ily
+- day
+- ied
+- ific
+- ower
+- ▁add
+- cess
+- ict
+- ible
+- ▁bas
+- ▁i
+- ▁op
+- cial
+- ular
+- ▁Be
+- ced
+- ▁too
+- ks
+- ew
+- mer
+- ▁ph
+- ob
+- ==
+- ▁la
+- ▁set
+- ▁min
+- ▁sub
+- ▁gen
+- atch
+- ..
+- ▁inv
+- ▁As
+- ▁nat
+- ▁sl
+- ▁num
+- av
+- ways
+- ▁God
+- stem
+- ▁ac
+- ▁att
+- ▁ev
+- ▁def
+- llow
+- ▁str
+- lect
+- ars
+- ▁cr
+- ▁Is
+- olog
+- les
+- oy
+- ▁ask
+- ▁inc
+- body
+- ▁ent
+- ▁pol
+- ness
+- ix
+- ▁why
+- onna
+- ▁ear
+- ▁tak
+- ▁Un
+- ited
+- mun
+- li
+- ute
+- ract
+- ▁dec
+- uro
+- ▁mak
+- ▁fin
+- ween
+- ▁No
+- arch
+- ▁bec
+- gan
+- old
+- cy
+- ▁big
+- ▁For
+- ren
+- als
+- und
+- ▁Al
+- ▁All
+- ss
+- ows
+- ▁mod
+- ock
+- ▁id
+- ism
+- cus
+- ▁gl
+- ably
+- ▁ass
+- ▁car
+- ata
+- ppen
+- led
+- ▁sim
+- ▁mon
+- ics
+- ▁giv
+- cept
+- ▁Mr
+- pan
+- ▁pub
+- ▁eff
+- ▁How
+- ps
+- vern
+- end
+- hip
+- iew
+- ope
+- ▁An
+- ▁She
+- ▁Com
+- ee
+- ures
+- ell
+- ouse
+- cond
+- king
+- oc
+- ues
+- ever
+- ▁To
+- clud
+- ▁ins
+- ▁exp
+- ▁old
+- ▁mem
+- ▁ref
+- ▁tra
+- ▁far
+- ave
+- rat
+- ▁sur
+- ruct
+- rib
+- duct
+- uff
+- ▁met
+- ▁sch
+- ince
+- ▁run
+- ense
+- ▁cle
+- ▁==
+- mon
+- ize
+- ▁ord
+- blem
+- tin
+- ▁Let
+- ner
+- ond
+- its
+- ▁cor
+- land
+- ▁cur
+- ▁Re
+- ▁bus
+- ▁uh
+- air
+- ote
+- ants
+- ason
+- ric
+- ▁el
+- ▁cer
+- nce
+- ▁fam
+- ▁cap
+- uck
+- ool
+- ried
+- ▁cou
+- ▁fun
+- ▁wom
+- ▁hum
+- ▁ty
+- ▁ap
+- ike
+- ▁few
+- oney
+- ▁inf
+- ont
+- ese
+- ook
+- gy
+- uth
+- ulat
+- ieve
+- ized
+- ross
+- ▁ple
+- ▁um
+- ▁val
+- ▁equ
+- ▁lea
+- ▁lar
+- ah
+- eral
+- ▁ed
+- ared
+- lish
+- arn
+- ds
+- esn
+- ▁iss
+- ▁ca
+- ted
+- ices
+- ▁wee
+- ash
+- ▁top
+- ten
+- up
+- ts
+- gin
+- con
+- ari
+- ▁opp
+- osed
+- ▁eas
+- ▁ext
+- gg
+- az
+- ▁Fr
+- ideo
+- izat
+- ▁men
+- ▁mom
+- ▁ret
+- tty
+- rist
+- ▁gra
+- alth
+- ef
+- ▁det
+- ax
+- ▁mat
+- chn
+- ern
+- peri
+- ▁bre
+- ▁Sh
+- sw
+- erat
+- ▁sit
+- ters
+- ale
+- man
+- ▁sol
+- ork
+- ▁adv
+- ety
+- ▁vis
+- ▁med
+- uc
+- less
+- ▁unt
+- gram
+- ets
+- ists
+- ▁ey
+- ▁col
+- imes
+- ▁law
+- ▁pri
+- sid
+- ▁On
+- ▁mot
+- ield
+- ▁Do
+- ▁At
+- ages
+- amp
+- ▁art
+- miss
+- ▁sk
+- alf
+- pr
+- ier
+- ▁beh
+- ▁Yes
+- ural
+- ime
+- ▁wa
+- oks
+- bers
+- ger
+- ient
+- ries
+- '...'
+- ▁che
+- ▁Br
+- ird
+- ▁Ar
+- ▁war
+- inat
+- ▁My
+- ital
+- wh
+- med
+- ▁pur
+- ully
+- ▁One
+- ▁rat
+- ines
+- ▁Of
+- io
+- ▁loc
+- ret
+- ctor
+- ▁leg
+- stit
+- ined
+- ught
+- ▁dur
+- ▁es
+- vent
+- aj
+- ▁bro
+- ▁saw
+- ▁sec
+- ream
+- ▁pop
+- reen
+- ▁Ind
+- els
+- ▁yet
+- ired
+- ▁sw
+- tro
+- oup
+- most
+- pean
+- eds
+- ush
+- oh
+- ▁Se
+- ▁tea
+- ann
+- ilit
+- err
+- pend
+- ton
+- ased
+- ▁aff
+- ▁mor
+- ▁dra
+- put
+- ▁dr
+- ins
+- uat
+- nect
+- cri
+- outh
+- ▁ra
+- ▁pay
+- ms
+- ▁av
+- bs
+- ling
+- ▁De
+- ▁Or
+- ove
+- ▁Can
+- ▁eng
+- ames
+- ided
+- ▁Go
+- mitt
+- ode
+- ▁cre
+- par
+- ides
+- pos
+- ▁fav
+- ▁air
+- ▁New
+- ▁bad
+- ▁six
+- vat
+- ▁pat
+- not
+- ▁di
+- rop
+- ral
+- orn
+- ▁par
+- cing
+- ▁aw
+- orts
+- ox
+- ▁yes
+- cuss
+- eng
+- ives
+- erms
+- ▁job
+- mand
+- ying
+- ▁occ
+- aps
+- ases
+- ▁Not
+- rent
+- ency
+- att
+- ised
+- vice
+- ▁Eng
+- ▁est
+- oked
+- ▁Q
+- iron
+- idd
+- me
+- unch
+- ane
+- ▁z
+- br
+- arts
+- ▁fat
+- ery
+- anks
+- ▁jo
+- ▁mar
+- aw
+- ott
+- ards
+- ▁oh
+- ians
+- ▁sci
+- row
+- unt
+- ury
+- ▁abs
+- ergy
+- ▁Z
+- ump
+- ▁Am
+- ened
+- angu
+- ▁Pro
+- icat
+- itch
+- ▁dri
+- iat
+- ▁
+- e
+- t
+- o
+- a
+- 'n'
+- i
+- s
+- r
+- h
+- l
+- d
+- u
+- c
+- m
+- 'y'
+- g
+- w
+- f
+- p
+- ','
+- .
+- b
+- v
+- k
+- ''''
+- I
+- T
+- A
+- S
+- x
+- W
+- j
+- C
+- B
+- M
+- '?'
+- H
+- O
+- '0'
+- P
+- q
+- 'Y'
+- 'N'
+- L
+- D
+- '1'
+- E
+- G
+- z
+- F
+- R
+- '-'
+- '2'
+- J
+- U
+- '9'
+- K
+- '5'
+- '3'
+- V
+- '='
+- '4'
+- '8'
+- '6'
+- '7'
+- '!'
+- '%'
+- ':'
+- Q
+- Z
+- $
+- X
+- '"'
+- '&'
+- '*'
+- /
+- £
+- +
+- €
+- _
+- ^
+- ¥
+target: nemo.collections.asr.models.rnnt_bpe_models.EncDecRNNTBPEModel
+nemo_version: 2.4.0rc0

tokenizer.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07d4e5a63840a53ab2d4d106d2874768143fb3fbdd47938b3910d2da05bfb0a9
+size 251056

tokenizer.vocab

@@ -0,0 +1,1024 @@
+<unk>	0
+▁t	-0
+▁th	-1
+▁a	-2
+in	-3
+▁the	-4
+re	-5
+▁w	-6
+▁o	-7
+▁s	-8
+er	-9
+at	-10
+ou	-11
+nd	-12
+it	-13
+is	-14
+▁h	-15
+▁b	-16
+on	-17
+▁c	-18
+ing	-19
+en	-20
+▁to	-21
+▁m	-22
+▁f	-23
+▁p	-24
+or	-25
+an	-26
+es	-27
+▁of	-28
+▁d	-29
+ed	-30
+ll	-31
+▁and	-32
+▁I	-33
+▁in	-34
+▁l	-35
+ar	-36
+▁y	-37
+▁g	-38
+as	-39
+▁you	-40
+om	-41
+▁n	-42
+ic	-43
+ve	-44
+al	-45
+ion	-46
+us	-47
+▁be	-48
+ow	-49
+le	-50
+▁wh	-51
+▁e	-52
+ot	-53
+ut	-54
+▁it	-55
+▁is	-56
+▁we	-57
+▁T	-58
+▁re	-59
+et	-60
+▁A	-61
+ent	-62
+▁on	-63
+▁ha	-64
+ay	-65
+▁S	-66
+ct	-67
+▁Th	-68
+ver	-69
+id	-70
+ig	-71
+im	-72
+ro	-73
+▁for	-74
+ly	-75
+▁he	-76
+ke	-77
+ld	-78
+se	-79
+st	-80
+ch	-81
+▁st	-82
+all	-83
+ce	-84
+ur	-85
+ith	-86
+am	-87
+if	-88
+ir	-89
+▁go	-90
+▁u	-91
+▁as	-92
+▁was	-93
+ad	-94
+▁W	-95
+▁k	-96
+▁an	-97
+ht	-98
+th	-99
+▁r	-100
+▁are	-101
+ere	-102
+▁se	-103
+▁do	-104
+▁B	-105
+▁so	-106
+▁sh	-107
+▁not	-108
+▁li	-109
+od	-110
+▁C	-111
+ust	-112
+ill	-113
+ight	-114
+ally	-115
+▁And	-116
+ter	-117
+▁or	-118
+▁me	-119
+▁M	-120
+ome	-121
+op	-122
+▁at	-123
+il	-124
+▁The	-125
+ould	-126
+▁j	-127
+ant	-128
+▁So	-129
+▁H	-130
+ol	-131
+ain	-132
+▁can	-133
+▁de	-134
+▁ne	-135
+ore	-136
+▁con	-137
+▁kn	-138
+ck	-139
+ul	-140
+▁fr	-141
+▁ab	-142
+ers	-143
+ess	-144
+ge	-145
+▁pro	-146
+pe	-147
+ate	-148
+▁su	-149
+▁com	-150
+▁but	-151
+▁all	-152
+est	-153
+qu	-154
+▁ex	-155
+▁al	-156
+ra	-157
+▁O	-158
+out	-159
+use	-160
+very	-161
+pp	-162
+▁Y	-163
+▁ch	-164
+ri	-165
+ist	-166
+▁v	-167
+▁lo	-168
+ment	-169
+art	-170
+▁P	-171
+nt	-172
+ab	-173
+▁one	-174
+▁N	-175
+ive	-176
+▁wor	-177
+ions	-178
+ort	-179
+▁L	-180
+▁by	-181
+ich	-182
+▁my	-183
+ity	-184
+ok	-185
+▁G	-186
+res	-187
+▁up	-188
+un	-189
+um	-190
+ea	-191
+ind	-192
+and	-193
+ink	-194
+el	-195
+▁D	-196
+em	-197
+▁E	-198
+os	-199
+oug	-200
+▁if	-201
+ca	-202
+▁out	-203
+▁int	-204
+ie	-205
+▁F	-206
+▁It	-207
+▁his	-208
+ard	-209
+▁had	-210
+▁tr	-211
+her	-212
+our	-213
+ies	-214
+ake	-215
+▁R	-216
+▁We	-217
+▁get	-218
+▁don	-219
+▁us	-220
+ak	-221
+▁pl	-222
+ect	-223
+ure	-224
+ame	-225
+ast	-226
+▁who	-227
+ack	-228
+▁le	-229
+▁sa	-230
+iv	-231
+ci	-232
+ide	-233
+▁tim	-234
+▁our	-235
+ound	-236
+ous	-237
+▁co	-238
+▁pe	-239
+ose	-240
+ud	-241
+▁see	-242
+ough	-243
+▁man	-244
+▁qu	-245
+▁You	-246
+so	-247
+ople	-248
+▁Wh	-249
+ong	-250
+ap	-251
+ther	-252
+▁J	-253
+are	-254
+ine	-255
+▁say	-256
+▁im	-257
+▁But	-258
+ings	-259
+▁has	-260
+▁ag	-261
+ff	-262
+▁her	-263
+itt	-264
+one	-265
+▁en	-266
+▁ar	-267
+▁fe	-268
+ven	-269
+▁any	-270
+▁mo	-271
+reat	-272
+ag	-273
+▁how	-274
+▁cl	-275
+pt	-276
+▁now	-277
+own	-278
+ber	-279
+▁him	-280
+▁act	-281
+hing	-282
+ice	-283
+▁no	-284
+ans	-285
+iz	-286
+▁fa	-287
+per	-288
+pl	-289
+▁te	-290
+▁ad	-291
+age	-292
+ree	-293
+▁tw	-294
+ank	-295
+▁He	-296
+ple	-297
+ite	-298
+ry	-299
+▁U	-300
+ish	-301
+ire	-302
+ue	-303
+▁In	-304
+▁she	-305
+ble	-306
+cc	-307
+nder	-308
+▁way	-309
+▁pr	-310
+ear	-311
+▁did	-312
+▁po	-313
+eah	-314
+▁un	-315
+omet	-316
+ence	-317
+ep	-318
+uch	-319
+▁sp	-320
+ach	-321
+og	-322
+ance	-323
+able	-324
+iff	-325
+sel	-326
+▁got	-327
+way	-328
+▁gr	-329
+alk	-330
+▁res	-331
+ated	-332
+irst	-333
+ick	-334
+ass	-335
+▁two	-336
+▁dis	-337
+ord	-338
+▁pre	-339
+ount	-340
+ase	-341
+ip	-342
+ult	-343
+ical	-344
+orm	-345
+ary	-346
+ace	-347
+▁spe	-348
+▁Ch	-349
+▁thr	-350
+▁imp	-351
+int	-352
+▁am	-353
+▁off	-354
+act	-355
+ia	-356
+▁ro	-357
+ress	-358
+▁per	-359
+▁fo	-360
+▁br	-361
+▁K	-362
+vel	-363
+▁gu	-364
+▁bo	-365
+ang	-366
+kay	-367
+ub	-368
+ign	-369
+▁may	-370
+ving	-371
+ces	-372
+ens	-373
+cl	-374
+▁lot	-375
+ru	-376
+ade	-377
+▁bet	-378
+▁bl	-379
+▁let	-380
+fore	-381
+co	-382
+ild	-383
+ning	-384
+xt	-385
+ile	-386
+ark	-387
+self	-388
+▁app	-389
+ory	-390
+du	-391
+▁day	-392
+▁St	-393
+ater	-394
+▁use	-395
+ys	-396
+fter	-397
+▁new	-398
+ious	-399
+ial	-400
+he	-401
+wn	-402
+ved	-403
+red	-404
+▁fl	-405
+iss	-406
+ody	-407
+form	-408
+ian	-409
+tain	-410
+▁bu	-411
+▁V	-412
+▁rec	-413
+ty	-414
+be	-415
+▁sc	-416
+ors	-417
+vers	-418
+▁put	-419
+ife	-420
+▁If	-421
+we	-422
+te	-423
+ject	-424
+ath	-425
+ting	-426
+▁rem	-427
+▁acc	-428
+ull	-429
+ons	-430
+▁ind	-431
+▁ser	-432
+▁ke	-433
+ates	-434
+ves	-435
+na	-436
+lic	-437
+▁des	-438
+▁its	-439
+ful	-440
+ents	-441
+erm	-442
+ac	-443
+ered	-444
+ise	-445
+▁sy	-446
+urn	-447
+▁em	-448
+oth	-449
+ual	-450
+ne	-451
+ward	-452
+ib	-453
+▁try	-454
+▁pos	-455
+nds	-456
+ft	-457
+get	-458
+ph	-459
+▁ob	-460
+ady	-461
+igh	-462
+ood	-463
+▁rel	-464
+▁wr	-465
+ug	-466
+ears	-467
+ail	-468
+▁Now	-469
+▁bit	-470
+ng	-471
+▁Oh	-472
+▁hel	-473
+ange	-474
+▁reg	-475
+▁rep	-476
+▁bel	-477
+▁sm	-478
+ost	-479
+tern	-480
+gr	-481
+▁own	-482
+▁end	-483
+pect	-484
+ily	-485
+day	-486
+ied	-487
+ific	-488
+ower	-489
+▁add	-490
+cess	-491
+ict	-492
+ible	-493
+▁bas	-494
+▁i	-495
+▁op	-496
+cial	-497
+ular	-498
+▁Be	-499
+ced	-500
+▁too	-501
+ks	-502
+ew	-503
+mer	-504
+▁ph	-505
+ob	-506
+==	-507
+▁la	-508
+▁set	-509
+▁min	-510
+▁sub	-511
+▁gen	-512
+atch	-513
+..	-514
+▁inv	-515
+▁As	-516
+▁nat	-517
+▁sl	-518
+▁num	-519
+av	-520
+ways	-521
+▁God	-522
+stem	-523
+▁ac	-524
+▁att	-525
+▁ev	-526
+▁def	-527
+llow	-528
+▁str	-529
+lect	-530
+ars	-531
+▁cr	-532
+▁Is	-533
+olog	-534
+les	-535
+oy	-536
+▁ask	-537
+▁inc	-538
+body	-539
+▁ent	-540
+▁pol	-541
+ness	-542
+ix	-543
+▁why	-544
+onna	-545
+▁ear	-546
+▁tak	-547
+▁Un	-548
+ited	-549
+mun	-550
+li	-551
+ute	-552
+ract	-553
+▁dec	-554
+uro	-555
+▁mak	-556
+▁fin	-557
+ween	-558
+▁No	-559
+arch	-560
+▁bec	-561
+gan	-562
+old	-563
+cy	-564
+▁big	-565
+▁For	-566
+ren	-567
+als	-568
+und	-569
+▁Al	-570
+▁All	-571
+ss	-572
+ows	-573
+▁mod	-574
+ock	-575
+▁id	-576
+ism	-577
+cus	-578
+▁gl	-579
+ably	-580
+▁ass	-581
+▁car	-582
+ata	-583
+ppen	-584
+led	-585
+▁sim	-586
+▁mon	-587
+ics	-588
+▁giv	-589
+cept	-590
+▁Mr	-591
+pan	-592
+▁pub	-593
+▁eff	-594
+▁How	-595
+ps	-596
+vern	-597
+end	-598
+hip	-599
+iew	-600
+ope	-601
+▁An	-602
+▁She	-603
+▁Com	-604
+ee	-605
+ures	-606
+ell	-607
+ouse	-608
+cond	-609
+king	-610
+oc	-611
+ues	-612
+ever	-613
+▁To	-614
+clud	-615
+▁ins	-616
+▁exp	-617
+▁old	-618
+▁mem	-619
+▁ref	-620
+▁tra	-621
+▁far	-622
+ave	-623
+rat	-624
+▁sur	-625
+ruct	-626
+rib	-627
+duct	-628
+uff	-629
+▁met	-630
+▁sch	-631
+ince	-632
+▁run	-633
+ense	-634
+▁cle	-635
+▁==	-636
+mon	-637
+ize	-638
+▁ord	-639
+blem	-640
+tin	-641
+▁Let	-642
+ner	-643
+ond	-644
+its	-645
+▁cor	-646
+land	-647
+▁cur	-648
+▁Re	-649
+▁bus	-650
+▁uh	-651
+air	-652
+ote	-653
+ants	-654
+ason	-655
+ric	-656
+▁el	-657
+▁cer	-658
+nce	-659
+▁fam	-660
+▁cap	-661
+uck	-662
+ool	-663
+ried	-664
+▁cou	-665
+▁fun	-666
+▁wom	-667
+▁hum	-668
+▁ty	-669
+▁ap	-670
+ike	-671
+▁few	-672
+oney	-673
+▁inf	-674
+ont	-675
+ese	-676
+ook	-677
+gy	-678
+uth	-679
+ulat	-680
+ieve	-681
+ized	-682
+ross	-683
+▁ple	-684
+▁um	-685
+▁val	-686
+▁equ	-687
+▁lea	-688
+▁lar	-689
+ah	-690
+eral	-691
+▁ed	-692
+ared	-693
+lish	-694
+arn	-695
+ds	-696
+esn	-697
+▁iss	-698
+▁ca	-699
+ted	-700
+ices	-701
+▁wee	-702
+ash	-703
+▁top	-704
+ten	-705
+up	-706
+ts	-707
+gin	-708
+con	-709
+ari	-710
+▁opp	-711
+osed	-712
+▁eas	-713
+▁ext	-714
+gg	-715
+az	-716
+▁Fr	-717
+ideo	-718
+izat	-719
+▁men	-720
+▁mom	-721
+▁ret	-722
+tty	-723
+rist	-724
+▁gra	-725
+alth	-726
+ef	-727
+▁det	-728
+ax	-729
+▁mat	-730
+chn	-731
+ern	-732
+peri	-733
+▁bre	-734
+▁Sh	-735
+sw	-736
+erat	-737
+▁sit	-738
+ters	-739
+ale	-740
+man	-741
+▁sol	-742
+ork	-743
+▁adv	-744
+ety	-745
+▁vis	-746
+▁med	-747
+uc	-748
+less	-749
+▁unt	-750
+gram	-751
+ets	-752
+ists	-753
+▁ey	-754
+▁col	-755
+imes	-756
+▁law	-757
+▁pri	-758
+sid	-759
+▁On	-760
+▁mot	-761
+ield	-762
+▁Do	-763
+▁At	-764
+ages	-765
+amp	-766
+▁art	-767
+miss	-768
+▁sk	-769
+alf	-770
+pr	-771
+ier	-772
+▁beh	-773
+▁Yes	-774
+ural	-775
+ime	-776
+▁wa	-777
+oks	-778
+bers	-779
+ger	-780
+ient	-781
+ries	-782
+...	-783
+▁che	-784
+▁Br	-785
+ird	-786
+▁Ar	-787
+▁war	-788
+inat	-789
+▁My	-790
+ital	-791
+wh	-792
+med	-793
+▁pur	-794
+ully	-795
+▁One	-796
+▁rat	-797
+ines	-798
+▁Of	-799
+io	-800
+▁loc	-801
+ret	-802
+ctor	-803
+▁leg	-804
+stit	-805
+ined	-806
+ught	-807
+▁dur	-808
+▁es	-809
+vent	-810
+aj	-811
+▁bro	-812
+▁saw	-813
+▁sec	-814
+ream	-815
+▁pop	-816
+reen	-817
+▁Ind	-818
+els	-819
+▁yet	-820
+ired	-821
+▁sw	-822
+tro	-823
+oup	-824
+most	-825
+pean	-826
+eds	-827
+ush	-828
+oh	-829
+▁Se	-830
+▁tea	-831
+ann	-832
+ilit	-833
+err	-834
+pend	-835
+ton	-836
+ased	-837
+▁aff	-838
+▁mor	-839
+▁dra	-840
+put	-841
+▁dr	-842
+ins	-843
+uat	-844
+nect	-845
+cri	-846
+outh	-847
+▁ra	-848
+▁pay	-849
+ms	-850
+▁av	-851
+bs	-852
+ling	-853
+▁De	-854
+▁Or	-855
+ove	-856
+▁Can	-857
+▁eng	-858
+ames	-859
+ided	-860
+▁Go	-861
+mitt	-862
+ode	-863
+▁cre	-864
+par	-865
+ides	-866
+pos	-867
+▁fav	-868
+▁air	-869
+▁New	-870
+▁bad	-871
+▁six	-872
+vat	-873
+▁pat	-874
+not	-875
+▁di	-876
+rop	-877
+ral	-878
+orn	-879
+▁par	-880
+cing	-881
+▁aw	-882
+orts	-883
+ox	-884
+▁yes	-885
+cuss	-886
+eng	-887
+ives	-888
+erms	-889
+▁job	-890
+mand	-891
+ying	-892
+▁occ	-893
+aps	-894
+ases	-895
+▁Not	-896
+rent	-897
+ency	-898
+att	-899
+ised	-900
+vice	-901
+▁Eng	-902
+▁est	-903
+oked	-904
+▁Q	-905
+iron	-906
+idd	-907
+me	-908
+unch	-909
+ane	-910
+▁z	-911
+br	-912
+arts	-913
+▁fat	-914
+ery	-915
+anks	-916
+▁jo	-917
+▁mar	-918
+aw	-919
+ott	-920
+ards	-921
+▁oh	-922
+ians	-923
+▁sci	-924
+row	-925
+unt	-926
+ury	-927
+▁abs	-928
+ergy	-929
+▁Z	-930
+ump	-931
+▁Am	-932
+ened	-933
+angu	-934
+▁Pro	-935
+icat	-936
+itch	-937
+▁dri	-938
+iat	-939
+▁	-940
+e	-941
+t	-942
+o	-943
+a	-944
+n	-945
+i	-946
+s	-947
+r	-948
+h	-949
+l	-950
+d	-951
+u	-952
+c	-953
+m	-954
+y	-955
+g	-956
+w	-957
+f	-958
+p	-959
+,	-960
+.	-961
+b	-962
+v	-963
+k	-964
+'	-965
+I	-966
+T	-967
+A	-968
+S	-969
+x	-970
+W	-971
+j	-972
+C	-973
+B	-974
+M	-975
+?	-976
+H	-977
+O	-978
+0	-979
+P	-980
+q	-981
+Y	-982
+N	-983
+L	-984
+D	-985
+1	-986
+E	-987
+G	-988
+z	-989
+F	-990
+R	-991
+-	-992
+2	-993
+J	-994
+U	-995
+9	-996
+K	-997
+5	-998
+3	-999
+V	-1000
+=	-1001
+4	-1002
+8	-1003
+6	-1004
+7	-1005
+!	-1006
+%	-1007
+:	-1008
+Q	-1009
+Z	-1010
+$	-1011
+X	-1012
+"	-1013
+&	-1014
+*	-1015
+/	-1016
+£	-1017
++	-1018
+€	-1019
+_	-1020
+^	-1021
+¥	-1022

vocab.txt

@@ -0,0 +1,1023 @@
+t
+th
+a
+##in
+the
+##re
+w
+o
+s
+##er
+##at
+##ou
+##nd
+##it
+##is
+h
+b
+##on
+c
+##ing
+##en
+to
+m
+f
+p
+##or
+##an
+##es
+of
+d
+##ed
+##ll
+and
+I
+in
+l
+##ar
+y
+g
+##as
+you
+##om
+n
+##ic
+##ve
+##al
+##ion
+##us
+be
+##ow
+##le
+wh
+e
+##ot
+##ut
+it
+is
+we
+T
+re
+##et
+A
+##ent
+on
+ha
+##ay
+S
+##ct
+Th
+##ver
+##id
+##ig
+##im
+##ro
+for
+##ly
+he
+##ke
+##ld
+##se
+##st
+##ch
+st
+##all
+##ce
+##ur
+##ith
+##am
+##if
+##ir
+go
+u
+as
+was
+##ad
+W
+k
+an
+##ht
+##th
+r
+are
+##ere
+se
+do
+B
+so
+sh
+not
+li
+##od
+C
+##ust
+##ill
+##ight
+##ally
+And
+##ter
+or
+me
+M
+##ome
+##op
+at
+##il
+The
+##ould
+j
+##ant
+So
+H
+##ol
+##ain
+can
+de
+ne
+##ore
+con
+kn
+##ck
+##ul
+fr
+ab
+##ers
+##ess
+##ge
+pro
+##pe
+##ate
+su
+com
+but
+all
+##est
+##qu
+ex
+al
+##ra
+O
+##out
+##use
+##very
+##pp
+Y
+ch
+##ri
+##ist
+v
+lo
+##ment
+##art
+P
+##nt
+##ab
+one
+N
+##ive
+wor
+##ions
+##ort
+L
+by
+##ich
+my
+##ity
+##ok
+G
+##res
+up
+##un
+##um
+##ea
+##ind
+##and
+##ink
+##el
+D
+##em
+E
+##os
+##oug
+if
+##ca
+out
+int
+##ie
+F
+It
+his
+##ard
+had
+tr
+##her
+##our
+##ies
+##ake
+R
+We
+get
+don
+us
+##ak
+pl
+##ect
+##ure
+##ame
+##ast
+who
+##ack
+le
+sa
+##iv
+##ci
+##ide
+tim
+our
+##ound
+##ous
+co
+pe
+##ose
+##ud
+see
+##ough
+man
+qu
+You
+##so
+##ople
+Wh
+##ong
+##ap
+##ther
+J
+##are
+##ine
+say
+im
+But
+##ings
+has
+ag
+##ff
+her
+##itt
+##one
+en
+ar
+fe
+##ven
+any
+mo
+##reat
+##ag
+how
+cl
+##pt
+now
+##own
+##ber
+him
+act
+##hing
+##ice
+no
+##ans
+##iz
+fa
+##per
+##pl
+te
+ad
+##age
+##ree
+tw
+##ank
+He
+##ple
+##ite
+##ry
+U
+##ish
+##ire
+##ue
+In
+she
+##ble
+##cc
+##nder
+way
+pr
+##ear
+did
+po
+##eah
+un
+##omet
+##ence
+##ep
+##uch
+sp
+##ach
+##og
+##ance
+##able
+##iff
+##sel
+got
+##way
+gr
+##alk
+res
+##ated
+##irst
+##ick
+##ass
+two
+dis
+##ord
+pre
+##ount
+##ase
+##ip
+##ult
+##ical
+##orm
+##ary
+##ace
+spe
+Ch
+thr
+imp
+##int
+am
+off
+##act
+##ia
+ro
+##ress
+per
+fo
+br
+K
+##vel
+gu
+bo
+##ang
+##kay
+##ub
+##ign
+may
+##ving
+##ces
+##ens
+##cl
+lot
+##ru
+##ade
+bet
+bl
+let
+##fore
+##co
+##ild
+##ning
+##xt
+##ile
+##ark
+##self
+app
+##ory
+##du
+day
+St
+##ater
+use
+##ys
+##fter
+new
+##ious
+##ial
+##he
+##wn
+##ved
+##red
+fl
+##iss
+##ody
+##form
+##ian
+##tain
+bu
+V
+rec
+##ty
+##be
+sc
+##ors
+##vers
+put
+##ife
+If
+##we
+##te
+##ject
+##ath
+##ting
+rem
+acc
+##ull
+##ons
+ind
+ser
+ke
+##ates
+##ves
+##na
+##lic
+des
+its
+##ful
+##ents
+##erm
+##ac
+##ered
+##ise
+sy
+##urn
+em
+##oth
+##ual
+##ne
+##ward
+##ib
+try
+pos
+##nds
+##ft
+##get
+##ph
+ob
+##ady
+##igh
+##ood
+rel
+wr
+##ug
+##ears
+##ail
+Now
+bit
+##ng
+Oh
+hel
+##ange
+reg
+rep
+bel
+sm
+##ost
+##tern
+##gr
+own
+end
+##pect
+##ily
+##day
+##ied
+##ific
+##ower
+add
+##cess
+##ict
+##ible
+bas
+i
+op
+##cial
+##ular
+Be
+##ced
+too
+##ks
+##ew
+##mer
+ph
+##ob
+##==
+la
+set
+min
+sub
+gen
+##atch
+##..
+inv
+As
+nat
+sl
+num
+##av
+##ways
+God
+##stem
+ac
+att
+ev
+def
+##llow
+str
+##lect
+##ars
+cr
+Is
+##olog
+##les
+##oy
+ask
+inc
+##body
+ent
+pol
+##ness
+##ix
+why
+##onna
+ear
+tak
+Un
+##ited
+##mun
+##li
+##ute
+##ract
+dec
+##uro
+mak
+fin
+##ween
+No
+##arch
+bec
+##gan
+##old
+##cy
+big
+For
+##ren
+##als
+##und
+Al
+All
+##ss
+##ows
+mod
+##ock
+id
+##ism
+##cus
+gl
+##ably
+ass
+car
+##ata
+##ppen
+##led
+sim
+mon
+##ics
+giv
+##cept
+Mr
+##pan
+pub
+eff
+How
+##ps
+##vern
+##end
+##hip
+##iew
+##ope
+An
+She
+Com
+##ee
+##ures
+##ell
+##ouse
+##cond
+##king
+##oc
+##ues
+##ever
+To
+##clud
+ins
+exp
+old
+mem
+ref
+tra
+far
+##ave
+##rat
+sur
+##ruct
+##rib
+##duct
+##uff
+met
+sch
+##ince
+run
+##ense
+cle
+==
+##mon
+##ize
+ord
+##blem
+##tin
+Let
+##ner
+##ond
+##its
+cor
+##land
+cur
+Re
+bus
+uh
+##air
+##ote
+##ants
+##ason
+##ric
+el
+cer
+##nce
+fam
+cap
+##uck
+##ool
+##ried
+cou
+fun
+wom
+hum
+ty
+ap
+##ike
+few
+##oney
+inf
+##ont
+##ese
+##ook
+##gy
+##uth
+##ulat
+##ieve
+##ized
+##ross
+ple
+um
+val
+equ
+lea
+lar
+##ah
+##eral
+ed
+##ared
+##lish
+##arn
+##ds
+##esn
+iss
+ca
+##ted
+##ices
+wee
+##ash
+top
+##ten
+##up
+##ts
+##gin
+##con
+##ari
+opp
+##osed
+eas
+ext
+##gg
+##az
+Fr
+##ideo
+##izat
+men
+mom
+ret
+##tty
+##rist
+gra
+##alth
+##ef
+det
+##ax
+mat
+##chn
+##ern
+##peri
+bre
+Sh
+##sw
+##erat
+sit
+##ters
+##ale
+##man
+sol
+##ork
+adv
+##ety
+vis
+med
+##uc
+##less
+unt
+##gram
+##ets
+##ists
+ey
+col
+##imes
+law
+pri
+##sid
+On
+mot
+##ield
+Do
+At
+##ages
+##amp
+art
+##miss
+sk
+##alf
+##pr
+##ier
+beh
+Yes
+##ural
+##ime
+wa
+##oks
+##bers
+##ger
+##ient
+##ries
+##...
+che
+Br
+##ird
+Ar
+war
+##inat
+My
+##ital
+##wh
+##med
+pur
+##ully
+One
+rat
+##ines
+Of
+##io
+loc
+##ret
+##ctor
+leg
+##stit
+##ined
+##ught
+dur
+es
+##vent
+##aj
+bro
+saw
+sec
+##ream
+pop
+##reen
+Ind
+##els
+yet
+##ired
+sw
+##tro
+##oup
+##most
+##pean
+##eds
+##ush
+##oh
+Se
+tea
+##ann
+##ilit
+##err
+##pend
+##ton
+##ased
+aff
+mor
+dra
+##put
+dr
+##ins
+##uat
+##nect
+##cri
+##outh
+ra
+pay
+##ms
+av
+##bs
+##ling
+De
+Or
+##ove
+Can
+eng
+##ames
+##ided
+Go
+##mitt
+##ode
+cre
+##par
+##ides
+##pos
+fav
+air
+New
+bad
+six
+##vat
+pat
+##not
+di
+##rop
+##ral
+##orn
+par
+##cing
+aw
+##orts
+##ox
+yes
+##cuss
+##eng
+##ives
+##erms
+job
+##mand
+##ying
+occ
+##aps
+##ases
+Not
+##rent
+##ency
+##att
+##ised
+##vice
+Eng
+est
+##oked
+Q
+##iron
+##idd
+##me
+##unch
+##ane
+z
+##br
+##arts
+fat
+##ery
+##anks
+jo
+mar
+##aw
+##ott
+##ards
+oh
+##ians
+sci
+##row
+##unt
+##ury
+abs
+##ergy
+Z
+##ump
+Am
+##ened
+##angu
+Pro
+##icat
+##itch
+dri
+##iat
+▁
+##e
+##t
+##o
+##a
+##n
+##i
+##s
+##r
+##h
+##l
+##d
+##u
+##c
+##m
+##y
+##g
+##w
+##f
+##p
+##,
+##.
+##b
+##v
+##k
+##'
+##I
+##T
+##A
+##S
+##x
+##W
+##j
+##C
+##B
+##M
+##?
+##H
+##O
+##0
+##P
+##q
+##Y
+##N
+##L
+##D
+##1
+##E
+##G
+##z
+##F
+##R
+##-
+##2
+##J
+##U
+##9
+##K
+##5
+##3
+##V
+##=
+##4
+##8
+##6
+##7
+##!
+##%
+##:
+##Q
+##Z
+##$
+##X
+##"
+##&
+##*
+##/
+##£
+##+
+##€
+##_
+##^
+##¥