Hugging Face's logo

MgGladys
/
code_SAS_VLM2Vec

Safetensors
Model card Files
xet
Community
code_SAS_VLM2Vec
File size: 3,647 Bytes 
0a937d7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
 
#: Control characters.
CONTROLS = {
    '\u0001', '\u0002', '\u0003', '\u0004', '\u0005', '\u0006', '\u0007', '\u0008', '\u000e', '\u000f', '\u0011',
    '\u0012', '\u0013', '\u0014', '\u0015', '\u0016', '\u0017', '\u0018', '\u0019', '\u001a', '\u001b',
}
# There are further control characters, but they are instead replaced with a space by unicode normalization
# '\u0009', '\u000a', '\u000b', '\u000c', '\u000d', '\u001c',  '\u001d', '\u001e', '\u001f'


#: Hyphen and dash characters.
HYPHENS = {
    '-',  # \u002d Hyphen-minus
    '‐',  # \u2010 Hyphen
    '‑',  # \u2011 Non-breaking hyphen
    '⁃',  # \u2043 Hyphen bullet
    'β€’',  # \u2012 figure dash
    '–',  # \u2013 en dash
    'β€”',  # \u2014 em dash
    '―',  # \u2015 horizontal bar
}

#: Minus characters.
MINUSES = {
    '-',  # \u002d Hyphen-minus
    'βˆ’',  # \u2212 Minus
    '－',  # \uff0d Full-width Hyphen-minus
    '⁻',  # \u207b Superscript minus
}

#: Plus characters.
PLUSES = {
    '+',  # \u002b Plus
    'οΌ‹',  # \uff0b Full-width Plus
    '⁺',  # \u207a Superscript plus
}

#: Slash characters.
SLASHES = {
    '/',  # \u002f Solidus
    '⁄',  # \u2044 Fraction slash
    'βˆ•',  # \u2215 Division slash
}

#: Tilde characters.
TILDES = {
    '~',  # \u007e Tilde
    '˜',  # \u02dc Small tilde
    '⁓',  # \u2053 Swung dash
    '∼',  # \u223c Tilde operator #in mbert vocab
    '∽',  # \u223d Reversed tilde
    '∿',  # \u223f Sine wave
    'γ€œ',  # \u301c Wave dash #in mbert vocab
    '～',  # \uff5e Full-width tilde #in mbert vocab
}

#: Apostrophe characters.
APOSTROPHES = {
    "'",  # \u0027
    '’',  # \u2019
    '՚',  # \u055a
    'κž‹',  # \ua78b
    'ꞌ',  # \ua78c
    'οΌ‡',  # \uff07
}

#: Single quote characters.
SINGLE_QUOTES = {
    "'",  # \u0027
    'β€˜',  # \u2018
    '’',  # \u2019
    'β€š',  # \u201a
    'β€›',  # \u201b

}

#: Double quote characters.
DOUBLE_QUOTES = {
    '"',  # \u0022
    'β€œ',  # \u201c
    '”',  # \u201d
    'β€ž',  # \u201e
    'β€Ÿ',  # \u201f
}

#: Accent characters.
ACCENTS = {
    '`',  # \u0060
    'Β΄',  # \u00b4
}

#: Prime characters.
PRIMES = {
    'β€²',  # \u2032
    'β€³',  # \u2033
    '‴',  # \u2034
    '‡',  # \u2035
    '•',  # \u2036
    'β€·',  # \u2037
    '⁗',  # \u2057
}

#: Quote characters, including apostrophes, single quotes, double quotes, accents and primes.
QUOTES = APOSTROPHES | SINGLE_QUOTES | DOUBLE_QUOTES | ACCENTS | PRIMES

def normalize(text):
    for control in CONTROLS:
        text = text.replace(control, '')
    text = text.replace('\u000b', ' ').replace('\u000c', ' ').replace(u'\u0085', ' ')

    for hyphen in HYPHENS | MINUSES:
        text = text.replace(hyphen, '-')
    text = text.replace('\u00ad', '')

    for double_quote in DOUBLE_QUOTES:
        text = text.replace(double_quote, '"')  # \u0022
    for single_quote in (SINGLE_QUOTES | APOSTROPHES | ACCENTS):
        text = text.replace(single_quote, "'")  # \u0027
    text = text.replace('β€²', "'")     # \u2032 prime
    text = text.replace('‡', "'")     # \u2035 reversed prime
    text = text.replace('β€³', "''")    # \u2033 double prime
    text = text.replace('•', "''")    # \u2036 reversed double prime
    text = text.replace('‴', "'''")   # \u2034 triple prime
    text = text.replace('β€·', "'''")   # \u2037 reversed triple prime
    text = text.replace('⁗', "''''")  # \u2057 quadruple prime

    text = text.replace('…', '...').replace(' . . . ', ' ... ')  # \u2026

    for slash in SLASHES:
        text = text.replace(slash, '/')

    #for tilde in TILDES:
    #    text = text.replace(tilde, '~')

    return text