added tokenizer

aurelio_bpe-merges.txt

@@ -0,0 +1,4167 @@
+#version: 0.2
+n g
+a n
+Ġ m
+i ng
+Ġ n
+a ng
+a l
+Ã ¡
+Ġ c
+a t
+Ã ±
+ñ g
+Ġ p
+Ġ y
+i n
+Ġ q
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+a r
+a c
+Ġ d
+u ng
+Ġ ing
+Ġ l
+a b
+a s
+u l
+a m
+Ġ s
+a g
+i t
+Ġq ñg
+Ġ at
+Ġ t
+a y
+a p
+Ġ g
+Ġn a
+Ġ á
+Ġn ang
+Ã ©
+i l
+Ġq u
+q u
+e r
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+Ġm e
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+e n
+Ġn ing
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+Ã Ń
+u n
+i s
+Ġ r
+a qu
+d o
+u s
+u c
+i g
+Ġ ñg
+Ġqu e
+i m
+Ġm u
+i b
+Ġm al
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+a d
+Ġc u
+á n
+a ñg
+Ġ é
+Ġ "
+i p
+o r
+an t
+ar do
+á ng
+Ġy ang
+. "
+er ardo
+Ġc ar
+Ġd ing
+Ġñg an
+e s
+Ġg erardo
+Ġ al
+u g
+a w
+Ġc ay
+in t
+Ã º
+t ung
+Ġl a
+i a
+l or
+, "
+Ġb al
+. .
+lor ia
+Ġme tung
+Ġg loria
+! "
+u m
+Ġp a
+Ġm ac
+? "
+Ġne ng
+o t
+u r
+Ġc a
+in a
+an u
+Ġc ab
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+Ġm at
+t er
+' t
+ar i
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+o ng
+o s
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+al an
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+Ġ oscar
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+Ġb ab
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+Ġant i
+Ġl ang
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+e t
+ig l
+u p
+Ġs al
+Ġñgan a
+e p
+Ġn it
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+.. .
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+u a
+Ġ f
+Ġ ó
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+Ġp ablasang
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+ig an
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+! !
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+ic s
+aqu ing
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+ú d
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+Ġcarel ang
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+Ġ -
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+m as
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+u yu
+Ġ .
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+Ġcar ÃŃng
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+Ġlu id
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+Ġadu á
+gu e
+Ġar apán
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+Ġlam esa
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+ucl at
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+bigl á
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+Ġgub at
+! ...
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+b úl
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+g loria
+o m
+p añg
+t ut
+Ġ awang
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+Ġg obernador
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+el o
+Ġit a
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+Ġant ÃŃ
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+Ġcat ut
+Ġcat uliran
+Ġmag p
+Ġquec ang
+Ġnit ang
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+Ġmam e
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+Ġmap ut
+iñg an
+Ġlub us
+me tung
+lu id
+ern ardo
+lin apit
+sal ian
+Ġbigl a
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+Ġf iscal
+Ġmet e
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+ald ug
+Ġbar il
+cant á
+Ġes c
+Ġdál an
+ĠsilÃŃ d
+Ġtib uan
+Ġpana un
+Ġgagal gal
+b e
+c ut
+c ulan
+d á
+d ó
+e ng
+i do
+i him
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+m ag
+m uc
+n ÃŃ
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+p ad
+s a
+s aman
+t án
+Ġ (
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+Ġ or
+Ġ um
+Ġ ir
+Ġ ñig
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+Ġm ir
+ing g
+ing ning
+Ġn un
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+ang an
+al e
+al án
+á d
+Ġc adu
+ñg o
+Ġp ig
+Ġp aw
+Ġp ur
+Ġy o
+Ġy at
+in ang
+in um
+Ġb ug
+Ġb ayu
+Ġb ucud
+Ġb ernardo
+ar al
+ac at
+Ġd ili
+Ġl abi
+Ġl and
+Ġl ele
+Ġl ihim
+am sam
+am daman
+Ġs ap
+Ġs aqu
+Ġs abi
+Ġs abing
+ag ás
+Ġat in
+Ġat lung
+Ġt alag
+Ġt alic
+Ġt iman
+Ġt ipa
+ay áng
+Ġg lor
+Ġna w
+il ig
+Ġme l
+Ġme m
+Ġme ng
+Ġme qu
+ic do
+aqu é
+us ung
+uc t
+Ġmal ab
+Ġmal ics
+Ġcu ad
+añg is
+añg alan
+añg id
+ip an
+Ġcar uñgut
+aw ac
+Ġla h
+Ġbal á
+.. ."
+Ġmac ó
+Ġcap as
+Ġant ing
+eni ero
+Ġbab al
+Ġquec ong
+Ġsal ucuyan
+Ġnit a
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handler.py

@@ -1,5 +1,6 @@
+from tokenizers import ByteLevelBPETokenizer, Tokenizer
 from typing import Dict, List, Any
-from transformers import pipeline, AutoTokenizer
+from transformers import pipeline
 import torch
 import torch.nn as nn
 from huggingface_hub import PyTorchModelHubMixin
@@ -16,6 +17,7 @@ def get_model():
             vocab_size = config.get("vocab_size")
             embedding_dim = config.get("embedding_dim")
             rnn_units = config.get("rnn_units")
+            self.config = config
             self.embedding = nn.Embedding(vocab_size, embedding_dim)
             self.lstm = nn.LSTM(embedding_dim, rnn_units, batch_first=True)
             self.fc = nn.Linear(rnn_units, vocab_size)
@@ -45,11 +47,12 @@ class EndpointHandler:
         }
         lstm = get_model()
         model = lstm.from_pretrained("jed-tiotuico/aurelio-rnn", config=config)
-        tokenizer = AutoTokenizer.from_pretrained(path)
-        # create inference pipeline
-        self.pipeline = pipeline(
-            "text-classification", model=model, tokenizer=tokenizer
+        tokenizer = ByteLevelBPETokenizer(
+            "./aurelio_bpe-vocab.json",
+            "./aurelio_bpe-merges.txt",
         )
+        # create inference pipeline
+        self.pipeline = pipeline("text-generation", model=model, tokenizer=tokenizer)
 
     def __call__(self, data: Any) -> List[List[Dict[str, float]]]:
         """