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  1. helsinki_models.py +477 -0
  2. traductor.py +69 -0
helsinki_models.py ADDED
@@ -0,0 +1,477 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Scraped from https://huggingface.co/Helsinki-NLP
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+ # Scrape code:
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+ # console.log(Array.from(document.getElementsByClassName("text-md truncate font-mono text-black dark:group-hover/repo:text-yellow-500 group-hover/repo:text-indigo-600 text-smd")).map(element => element.innerHTML));
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+
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+ helsinki_models = [
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+ "Helsinki-NLP/opus-mt-tc-base-bat-zle",
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+ "Helsinki-NLP/opus-mt-tc-base-uk-tr",
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+ "Helsinki-NLP/opus-mt-tc-base-hu-uk",
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+ "Helsinki-NLP/opus-mt-tc-base-uk-ces_slk",
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+ "Helsinki-NLP/opus-mt-tc-base-zle-bat",
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+ "Helsinki-NLP/opus-mt-tc-base-uk-fi",
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+ "Helsinki-NLP/opus-mt-tc-base-uk-hu",
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+ "Helsinki-NLP/opus-mt-tc-base-tr-uk",
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+ "Helsinki-NLP/opus-mt-tc-base-uk-ro",
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+ "Helsinki-NLP/opus-mt-tc-base-ro-uk",
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+ "Helsinki-NLP/opus-mt-tc-base-fi-uk",
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+ "Helsinki-NLP/opus-tatoeba-af-ru",
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+ "Helsinki-NLP/opus-mt-tc-base-gmw-gmw",
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+ "Helsinki-NLP/opus-tatoeba-de-ro",
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+ "Helsinki-NLP/opus-mt-zlw-fiu",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-gmq",
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+ "Helsinki-NLP/opus-mt-tc-big-gmq-he",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-pt",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-fi",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-it",
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+ "Helsinki-NLP/opus-mt-tc-big-ar-gmq",
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+ "Helsinki-NLP/opus-mt-tc-big-fi-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-gmq-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-zls",
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+ "Helsinki-NLP/opus-mt-tc-big-itc-eu",
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+ "Helsinki-NLP/opus-mt-tc-big-itc-ar",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-itc",
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+ "Helsinki-NLP/opus-mt-tc-big-gmq-tr",
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+ "Helsinki-NLP/opus-mt-tc-big-gmq-zlw",
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+ "Helsinki-NLP/opus-mt-tc-big-zls-itc",
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+ "Helsinki-NLP/opus-mt-tc-big-gmq-ar",
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+ "Helsinki-NLP/opus-mt-tc-big-zls-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-es",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-fr",
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+ "Helsinki-NLP/opus-mt-tc-big-he-itc",
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+ "Helsinki-NLP/opus-mt-tc-big-he-gmq",
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+ "Helsinki-NLP/opus-mt-tc-big-itc-he",
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+ "Helsinki-NLP/opus-mt-tc-big-cel-en",
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+ "Helsinki-NLP/opus-mt-tc-big-de-gmq",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-es-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-gmq-itc",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-zlw",
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+ "Helsinki-NLP/opus-mt-tc-big-it-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-fr-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-pt-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-zlw-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-fi-zls",
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+ "Helsinki-NLP/opus-mt-tc-big-de-zle",
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+ "Helsinki-NLP/opus-mt-tc-big-gmq-gmq",
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+ "Helsinki-NLP/opus-mt-tc-big-itc-tr",
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+ "Helsinki-NLP/opus-mt-tc-big-de-es",
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+ "Helsinki-NLP/opus-mt-tc-big-zlw-en",
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+ "Helsinki-NLP/opus-mt-tc-big-fa-itc",
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+ "Helsinki-NLP/opus-mt-tc-big-ar-itc",
61
+ "Helsinki-NLP/opus-mt-tc-big-eu-itc",
62
+ "Helsinki-NLP/opus-mt-tc-big-fa-gmq",
63
+ "Helsinki-NLP/opus-mt-tc-big-zls-de",
64
+ "Helsinki-NLP/opus-mt-tc-big-itc-itc",
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+ "Helsinki-NLP/opus-mt-tc-big-lv-en",
66
+ "Helsinki-NLP/opus-mt-tc-big-gmq-en",
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+ "Helsinki-NLP/opus-mt-tc-big-bg-en",
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+ "Helsinki-NLP/opus-mt-tc-big-hu-en",
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+ "Helsinki-NLP/opus-mt-tc-big-zh-ja",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-de",
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+ "Helsinki-NLP/opus-mt-tc-big-lt-en",
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+ "Helsinki-NLP/opus-mt-tc-big-ko-en",
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+ "Helsinki-NLP/opus-mt-tc-big-et-en",
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+ "Helsinki-NLP/opus-mt-tc-big-en-it",
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+ "Helsinki-NLP/opus-mt-tc-big-sh-en",
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+ "Helsinki-NLP/opus-mt-tc-big-zls-en",
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+ "Helsinki-NLP/opus-mt-tc-big-zle-en",
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+ "Helsinki-NLP/opus-mt-tc-big-en-es",
79
+ "Helsinki-NLP/opus-mt-tc-big-fr-en",
80
+ "Helsinki-NLP/opus-mt-tc-big-he-en",
81
+ "Helsinki-NLP/opus-mt-tc-big-en-fr",
82
+ "Helsinki-NLP/opus-mt-tc-big-gmw-gmw",
83
+ "Helsinki-NLP/opus-mt-tc-big-itc-bat",
84
+ "Helsinki-NLP/opus-mt-tc-big-tr-en",
85
+ "Helsinki-NLP/opus-mt-tc-big-it-en",
86
+ "Helsinki-NLP/opus-mt-tc-big-el-en",
87
+ "Helsinki-NLP/opus-mt-tc-big-ces_slk-en",
88
+ "Helsinki-NLP/opus-mt-tc-big-cat_oci_spa-en",
89
+ "Helsinki-NLP/opus-mt-tc-big-ar-en",
90
+ "Helsinki-NLP/opus-mt-tc-base-ces_slk-uk",
91
+ "Helsinki-NLP/opus-mt-tc-big-fi-en",
92
+ "Helsinki-NLP/opus-tatoeba-it-he",
93
+ "Helsinki-NLP/opus-tatoeba-he-it",
94
+ "Helsinki-NLP/opus-tatoeba-he-fr",
95
+ "Helsinki-NLP/opus-tatoeba-fr-it",
96
+ "Helsinki-NLP/opus-tatoeba-es-zh",
97
+ "Helsinki-NLP/opus-mt-it-vi",
98
+ "Helsinki-NLP/opus-mt-it-uk",
99
+ "Helsinki-NLP/opus-mt-it-sv",
100
+ "Helsinki-NLP/opus-mt-it-ms",
101
+ "Helsinki-NLP/opus-mt-it-lt",
102
+ "Helsinki-NLP/opus-mt-it-is",
103
+ "Helsinki-NLP/opus-mt-it-fr",
104
+ "Helsinki-NLP/opus-mt-it-es",
105
+ "Helsinki-NLP/opus-mt-it-eo",
106
+ "Helsinki-NLP/opus-mt-it-en",
107
+ "Helsinki-NLP/opus-mt-it-de",
108
+ "Helsinki-NLP/opus-mt-it-ca",
109
+ "Helsinki-NLP/opus-mt-it-bg",
110
+ "Helsinki-NLP/opus-mt-it-ar",
111
+ "Helsinki-NLP/opus-mt-fr-zne",
112
+ "Helsinki-NLP/opus-mt-fr-yo",
113
+ "Helsinki-NLP/opus-mt-fr-yap",
114
+ "Helsinki-NLP/opus-mt-fr-xh",
115
+ "Helsinki-NLP/opus-mt-fr-wls",
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+ "Helsinki-NLP/opus-mt-fr-war",
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+ "Helsinki-NLP/opus-mt-fr-vi",
118
+ "Helsinki-NLP/opus-mt-fr-ve",
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+ "Helsinki-NLP/opus-mt-fr-uk",
120
+ "Helsinki-NLP/opus-mt-fr-ty",
121
+ "Helsinki-NLP/opus-mt-fr-tw",
122
+ "Helsinki-NLP/opus-mt-fr-tvl",
123
+ "Helsinki-NLP/opus-mt-fr-tum",
124
+ "Helsinki-NLP/opus-mt-fr-ts",
125
+ "Helsinki-NLP/opus-mt-fr-tpi",
126
+ "Helsinki-NLP/opus-mt-fr-to",
127
+ "Helsinki-NLP/opus-mt-fr-tn",
128
+ "Helsinki-NLP/opus-mt-fr-tll",
129
+ "Helsinki-NLP/opus-mt-fr-tl",
130
+ "Helsinki-NLP/opus-mt-fr-tiv",
131
+ "Helsinki-NLP/opus-mt-fr-swc",
132
+ "Helsinki-NLP/opus-mt-fr-sv",
133
+ "Helsinki-NLP/opus-mt-fr-st",
134
+ "Helsinki-NLP/opus-mt-fr-srn",
135
+ "Helsinki-NLP/opus-mt-fr-sn",
136
+ "Helsinki-NLP/opus-mt-fr-sm",
137
+ "Helsinki-NLP/opus-mt-fr-sl",
138
+ "Helsinki-NLP/opus-mt-fr-sk",
139
+ "Helsinki-NLP/opus-mt-fr-sg",
140
+ "Helsinki-NLP/opus-mt-fr-rw",
141
+ "Helsinki-NLP/opus-mt-fr-run",
142
+ "Helsinki-NLP/opus-mt-fr-ru",
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+ "Helsinki-NLP/opus-mt-fr-ro",
144
+ "Helsinki-NLP/opus-mt-fr-rnd",
145
+ "Helsinki-NLP/opus-mt-fr-pon",
146
+ "Helsinki-NLP/opus-mt-fr-pl",
147
+ "Helsinki-NLP/opus-mt-fr-pis",
148
+ "Helsinki-NLP/opus-mt-fr-pap",
149
+ "Helsinki-NLP/opus-mt-fr-pag",
150
+ "Helsinki-NLP/opus-mt-fr-ny",
151
+ "Helsinki-NLP/opus-mt-fr-nso",
152
+ "Helsinki-NLP/opus-mt-fr-no",
153
+ "Helsinki-NLP/opus-mt-fr-niu",
154
+ "Helsinki-NLP/opus-mt-fr-mt",
155
+ "Helsinki-NLP/opus-mt-fr-ms",
156
+ "Helsinki-NLP/opus-mt-fr-mos",
157
+ "Helsinki-NLP/opus-mt-fr-mh",
158
+ "Helsinki-NLP/opus-mt-fr-mfe",
159
+ "Helsinki-NLP/opus-mt-fr-lus",
160
+ "Helsinki-NLP/opus-mt-fr-lue",
161
+ "Helsinki-NLP/opus-mt-fr-lua",
162
+ "Helsinki-NLP/opus-mt-fr-lu",
163
+ "Helsinki-NLP/opus-mt-fr-loz",
164
+ "Helsinki-NLP/opus-mt-fr-ln",
165
+ "Helsinki-NLP/opus-mt-fr-lg",
166
+ "Helsinki-NLP/opus-mt-fr-kwy",
167
+ "Helsinki-NLP/opus-mt-fr-kqn",
168
+ "Helsinki-NLP/opus-mt-fr-kg",
169
+ "Helsinki-NLP/opus-mt-fr-iso",
170
+ "Helsinki-NLP/opus-mt-fr-ilo",
171
+ "Helsinki-NLP/opus-mt-fr-ig",
172
+ "Helsinki-NLP/opus-mt-fr-id",
173
+ "Helsinki-NLP/opus-mt-fr-hu",
174
+ "Helsinki-NLP/opus-mt-fr-ht",
175
+ "Helsinki-NLP/opus-mt-fr-hr",
176
+ "Helsinki-NLP/opus-mt-fr-ho",
177
+ "Helsinki-NLP/opus-mt-fr-hil",
178
+ "Helsinki-NLP/opus-mt-fr-he",
179
+ "Helsinki-NLP/opus-mt-fr-ha",
180
+ "Helsinki-NLP/opus-mt-fr-guw",
181
+ "Helsinki-NLP/opus-mt-fr-gil",
182
+ "Helsinki-NLP/opus-mt-fr-gaa",
183
+ "Helsinki-NLP/opus-mt-fr-fj",
184
+ "Helsinki-NLP/opus-mt-fr-es",
185
+ "Helsinki-NLP/opus-mt-fr-eo",
186
+ "Helsinki-NLP/opus-mt-fr-en",
187
+ "Helsinki-NLP/opus-mt-fr-el",
188
+ "Helsinki-NLP/opus-mt-fr-efi",
189
+ "Helsinki-NLP/opus-mt-fr-ee",
190
+ "Helsinki-NLP/opus-mt-fr-de",
191
+ "Helsinki-NLP/opus-mt-fr-crs",
192
+ "Helsinki-NLP/opus-mt-fr-ceb",
193
+ "Helsinki-NLP/opus-mt-fr-ca",
194
+ "Helsinki-NLP/opus-mt-fr-bzs",
195
+ "Helsinki-NLP/opus-mt-fr-bi",
196
+ "Helsinki-NLP/opus-mt-fr-bg",
197
+ "Helsinki-NLP/opus-mt-fr-ber",
198
+ "Helsinki-NLP/opus-mt-fr-bem",
199
+ "Helsinki-NLP/opus-mt-fr-bcl",
200
+ "Helsinki-NLP/opus-mt-fr-ase",
201
+ "Helsinki-NLP/opus-mt-fr-ar",
202
+ "Helsinki-NLP/opus-mt-fr-af",
203
+ "Helsinki-NLP/opus-mt-eu-ru",
204
+ "Helsinki-NLP/opus-mt-eu-es",
205
+ "Helsinki-NLP/opus-mt-eu-en",
206
+ "Helsinki-NLP/opus-mt-eu-de",
207
+ "Helsinki-NLP/opus-mt-et-sv",
208
+ "Helsinki-NLP/opus-mt-et-ru",
209
+ "Helsinki-NLP/opus-mt-et-fr",
210
+ "Helsinki-NLP/opus-mt-et-fi",
211
+ "Helsinki-NLP/opus-mt-et-es",
212
+ "Helsinki-NLP/opus-mt-et-en",
213
+ "Helsinki-NLP/opus-mt-et-de",
214
+ "Helsinki-NLP/opus-mt-es-zai",
215
+ "Helsinki-NLP/opus-mt-es-yua",
216
+ "Helsinki-NLP/opus-mt-es-yo",
217
+ "Helsinki-NLP/opus-mt-es-xh",
218
+ "Helsinki-NLP/opus-mt-es-wls",
219
+ "Helsinki-NLP/opus-mt-es-war",
220
+ "Helsinki-NLP/opus-mt-es-vi",
221
+ "Helsinki-NLP/opus-mt-es-ve",
222
+ "Helsinki-NLP/opus-mt-es-uk",
223
+ "Helsinki-NLP/opus-mt-es-tzo",
224
+ "Helsinki-NLP/opus-mt-es-ty",
225
+ "Helsinki-NLP/opus-mt-es-tw",
226
+ "Helsinki-NLP/opus-mt-es-tvl",
227
+ "Helsinki-NLP/opus-mt-es-tpi",
228
+ "Helsinki-NLP/opus-mt-es-to",
229
+ "Helsinki-NLP/opus-mt-es-tn",
230
+ "Helsinki-NLP/opus-mt-es-tll",
231
+ "Helsinki-NLP/opus-mt-es-tl",
232
+ "Helsinki-NLP/opus-mt-es-swc",
233
+ "Helsinki-NLP/opus-mt-es-st",
234
+ "Helsinki-NLP/opus-mt-es-srn",
235
+ "Helsinki-NLP/opus-mt-es-sn",
236
+ "Helsinki-NLP/opus-mt-es-sm",
237
+ "Helsinki-NLP/opus-mt-es-sl",
238
+ "Helsinki-NLP/opus-mt-es-sg",
239
+ "Helsinki-NLP/opus-mt-es-rw",
240
+ "Helsinki-NLP/opus-mt-es-ru",
241
+ "Helsinki-NLP/opus-mt-es-ro",
242
+ "Helsinki-NLP/opus-mt-es-rn",
243
+ "Helsinki-NLP/opus-mt-es-prl",
244
+ "Helsinki-NLP/opus-mt-es-pon",
245
+ "Helsinki-NLP/opus-mt-es-pl",
246
+ "Helsinki-NLP/opus-mt-es-pis",
247
+ "Helsinki-NLP/opus-mt-es-pap",
248
+ "Helsinki-NLP/opus-mt-es-pag",
249
+ "Helsinki-NLP/opus-mt-es-ny",
250
+ "Helsinki-NLP/opus-mt-es-nso",
251
+ "Helsinki-NLP/opus-mt-es-no",
252
+ "Helsinki-NLP/opus-mt-es-nl",
253
+ "Helsinki-NLP/opus-mt-es-niu",
254
+ "Helsinki-NLP/opus-mt-es-mt",
255
+ "Helsinki-NLP/opus-mt-es-mk",
256
+ "Helsinki-NLP/opus-mt-es-mfs",
257
+ "Helsinki-NLP/opus-mt-es-lus",
258
+ "Helsinki-NLP/opus-mt-es-lua",
259
+ "Helsinki-NLP/opus-mt-es-lt",
260
+ "Helsinki-NLP/opus-mt-es-loz",
261
+ "Helsinki-NLP/opus-mt-es-ln",
262
+ "Helsinki-NLP/opus-mt-es-kg",
263
+ "Helsinki-NLP/opus-mt-es-it",
264
+ "Helsinki-NLP/opus-mt-es-iso",
265
+ "Helsinki-NLP/opus-mt-es-is",
266
+ "Helsinki-NLP/opus-mt-es-ilo",
267
+ "Helsinki-NLP/opus-mt-es-ig",
268
+ "Helsinki-NLP/opus-mt-es-id",
269
+ "Helsinki-NLP/opus-mt-es-ht",
270
+ "Helsinki-NLP/opus-mt-es-hr",
271
+ "Helsinki-NLP/opus-mt-es-ho",
272
+ "Helsinki-NLP/opus-mt-es-hil",
273
+ "Helsinki-NLP/opus-mt-es-he",
274
+ "Helsinki-NLP/opus-mt-es-ha",
275
+ "Helsinki-NLP/opus-mt-es-guw",
276
+ "Helsinki-NLP/opus-mt-es-gl",
277
+ "Helsinki-NLP/opus-mt-es-gil",
278
+ "Helsinki-NLP/opus-mt-es-gaa",
279
+ "Helsinki-NLP/opus-mt-es-fr",
280
+ "Helsinki-NLP/opus-mt-es-fj",
281
+ "Helsinki-NLP/opus-mt-es-fi",
282
+ "Helsinki-NLP/opus-mt-es-eu",
283
+ "Helsinki-NLP/opus-mt-es-et",
284
+ "Helsinki-NLP/opus-mt-es-es",
285
+ "Helsinki-NLP/opus-mt-es-eo",
286
+ "Helsinki-NLP/opus-mt-es-en",
287
+ "Helsinki-NLP/opus-mt-es-el",
288
+ "Helsinki-NLP/opus-mt-es-efi",
289
+ "Helsinki-NLP/opus-mt-es-ee",
290
+ "Helsinki-NLP/opus-mt-es-de",
291
+ "Helsinki-NLP/opus-mt-es-da",
292
+ "Helsinki-NLP/opus-mt-es-csn",
293
+ "Helsinki-NLP/opus-mt-es-csg",
294
+ "Helsinki-NLP/opus-mt-es-cs",
295
+ "Helsinki-NLP/opus-mt-es-crs",
296
+ "Helsinki-NLP/opus-mt-es-ceb",
297
+ "Helsinki-NLP/opus-mt-es-ca",
298
+ "Helsinki-NLP/opus-mt-es-bzs",
299
+ "Helsinki-NLP/opus-mt-es-bi",
300
+ "Helsinki-NLP/opus-mt-es-bg",
301
+ "Helsinki-NLP/opus-mt-es-ber",
302
+ "Helsinki-NLP/opus-mt-es-bcl",
303
+ "Helsinki-NLP/opus-mt-es-ase",
304
+ "Helsinki-NLP/opus-mt-es-ar",
305
+ "Helsinki-NLP/opus-mt-es-af",
306
+ "Helsinki-NLP/opus-mt-es-aed",
307
+ "Helsinki-NLP/opus-mt-es-NORWAY",
308
+ "Helsinki-NLP/opus-mt-en_el_es_fi-en_el_es_fi",
309
+ "Helsinki-NLP/opus-mt-en-zlw",
310
+ "Helsinki-NLP/opus-mt-en-zls",
311
+ "Helsinki-NLP/opus-mt-en-zle",
312
+ "Helsinki-NLP/opus-mt-en-zh",
313
+ "Helsinki-NLP/opus-mt-en-xh",
314
+ "Helsinki-NLP/opus-mt-en-vi",
315
+ "Helsinki-NLP/opus-mt-en-urj",
316
+ "Helsinki-NLP/opus-mt-en-ur",
317
+ "Helsinki-NLP/opus-mt-en-umb",
318
+ "Helsinki-NLP/opus-mt-en-uk",
319
+ "Helsinki-NLP/opus-mt-en-ty",
320
+ "Helsinki-NLP/opus-mt-en-tw",
321
+ "Helsinki-NLP/opus-mt-en-tvl",
322
+ "Helsinki-NLP/opus-mt-en-tut",
323
+ "Helsinki-NLP/opus-mt-en-ts",
324
+ "Helsinki-NLP/opus-mt-en-trk",
325
+ "Helsinki-NLP/opus-mt-en-tpi",
326
+ "Helsinki-NLP/opus-mt-en-toi",
327
+ "Helsinki-NLP/opus-mt-en-to",
328
+ "Helsinki-NLP/opus-mt-en-tn",
329
+ "Helsinki-NLP/opus-mt-en-tll",
330
+ "Helsinki-NLP/opus-mt-en-tl",
331
+ "Helsinki-NLP/opus-mt-en-tiv",
332
+ "Helsinki-NLP/opus-mt-en-ti",
333
+ "Helsinki-NLP/opus-mt-en-tdt",
334
+ "Helsinki-NLP/opus-mt-en-swc",
335
+ "Helsinki-NLP/opus-mt-en-sw",
336
+ "Helsinki-NLP/opus-mt-en-sv",
337
+ "Helsinki-NLP/opus-mt-en-st",
338
+ "Helsinki-NLP/opus-mt-en-ss",
339
+ "Helsinki-NLP/opus-mt-en-sq",
340
+ "Helsinki-NLP/opus-mt-en-sn",
341
+ "Helsinki-NLP/opus-mt-en-sm",
342
+ "Helsinki-NLP/opus-mt-en-sla",
343
+ "Helsinki-NLP/opus-mt-en-sk",
344
+ "Helsinki-NLP/opus-mt-en-sit",
345
+ "Helsinki-NLP/opus-mt-en-sg",
346
+ "Helsinki-NLP/opus-mt-en-sem",
347
+ "Helsinki-NLP/opus-mt-en-sal",
348
+ "Helsinki-NLP/opus-mt-en-rw",
349
+ "Helsinki-NLP/opus-mt-en-run",
350
+ "Helsinki-NLP/opus-mt-en-ru",
351
+ "Helsinki-NLP/opus-mt-en-roa",
352
+ "Helsinki-NLP/opus-mt-en-ro",
353
+ "Helsinki-NLP/opus-mt-en-rnd",
354
+ "Helsinki-NLP/opus-mt-en-rn",
355
+ "Helsinki-NLP/opus-mt-en-pqw",
356
+ "Helsinki-NLP/opus-mt-en-pqe",
357
+ "Helsinki-NLP/opus-mt-en-poz",
358
+ "Helsinki-NLP/opus-mt-en-pon",
359
+ "Helsinki-NLP/opus-mt-en-pis",
360
+ "Helsinki-NLP/opus-mt-en-phi",
361
+ "Helsinki-NLP/opus-mt-en-pap",
362
+ "Helsinki-NLP/opus-mt-en-pag",
363
+ "Helsinki-NLP/opus-mt-en-om",
364
+ "Helsinki-NLP/opus-mt-en-nyk",
365
+ "Helsinki-NLP/opus-mt-en-ny",
366
+ "Helsinki-NLP/opus-mt-en-nso",
367
+ "Helsinki-NLP/opus-mt-en-nl",
368
+ "Helsinki-NLP/opus-mt-en-niu",
369
+ "Helsinki-NLP/opus-mt-en-nic",
370
+ "Helsinki-NLP/opus-mt-en-ng",
371
+ "Helsinki-NLP/opus-mt-en-mul",
372
+ "Helsinki-NLP/opus-mt-en-mt",
373
+ "Helsinki-NLP/opus-mt-en-mr",
374
+ "Helsinki-NLP/opus-mt-en-mos",
375
+ "Helsinki-NLP/opus-mt-en-ml",
376
+ "Helsinki-NLP/opus-mt-en-mkh",
377
+ "Helsinki-NLP/opus-mt-en-mk",
378
+ "Helsinki-NLP/opus-mt-en-mh",
379
+ "Helsinki-NLP/opus-mt-en-mg",
380
+ "Helsinki-NLP/opus-mt-en-mfe",
381
+ "Helsinki-NLP/opus-mt-en-map",
382
+ "Helsinki-NLP/opus-mt-en-lus",
383
+ "Helsinki-NLP/opus-mt-en-luo",
384
+ "Helsinki-NLP/opus-mt-en-lun",
385
+ "Helsinki-NLP/opus-mt-en-lue",
386
+ "Helsinki-NLP/opus-mt-en-lua",
387
+ "Helsinki-NLP/opus-mt-en-lu",
388
+ "Helsinki-NLP/opus-mt-en-loz",
389
+ "Helsinki-NLP/opus-mt-en-ln",
390
+ "Helsinki-NLP/opus-mt-en-lg",
391
+ "Helsinki-NLP/opus-mt-en-kwy",
392
+ "Helsinki-NLP/opus-mt-en-kwn",
393
+ "Helsinki-NLP/opus-mt-en-kqn",
394
+ "Helsinki-NLP/opus-mt-en-kj",
395
+ "Helsinki-NLP/opus-mt-en-kg",
396
+ "Helsinki-NLP/opus-mt-en-jap",
397
+ "Helsinki-NLP/opus-mt-en-itc",
398
+ "Helsinki-NLP/opus-mt-en-it",
399
+ "Helsinki-NLP/opus-mt-en-iso",
400
+ "Helsinki-NLP/opus-mt-en-is",
401
+ "Helsinki-NLP/opus-mt-en-ine",
402
+ "Helsinki-NLP/opus-mt-en-inc",
403
+ "Helsinki-NLP/opus-mt-en-ilo",
404
+ "Helsinki-NLP/opus-mt-en-iir",
405
+ "Helsinki-NLP/opus-mt-en-ig",
406
+ "Helsinki-NLP/opus-mt-en-id",
407
+ "Helsinki-NLP/opus-mt-en-hy",
408
+ "Helsinki-NLP/opus-mt-en-hu",
409
+ "Helsinki-NLP/opus-mt-en-ht",
410
+ "Helsinki-NLP/opus-mt-en-ho",
411
+ "Helsinki-NLP/opus-mt-en-hil",
412
+ "Helsinki-NLP/opus-mt-en-hi",
413
+ "Helsinki-NLP/opus-mt-en-he",
414
+ "Helsinki-NLP/opus-mt-en-ha",
415
+ "Helsinki-NLP/opus-mt-en-gv",
416
+ "Helsinki-NLP/opus-mt-en-guw",
417
+ "Helsinki-NLP/opus-mt-en-grk",
418
+ "Helsinki-NLP/opus-mt-en-gmw",
419
+ "Helsinki-NLP/opus-mt-en-gmq",
420
+ "Helsinki-NLP/opus-mt-en-gl",
421
+ "Helsinki-NLP/opus-mt-en-gil",
422
+ "Helsinki-NLP/opus-mt-en-gem",
423
+ "Helsinki-NLP/opus-mt-en-gaa",
424
+ "Helsinki-NLP/opus-mt-en-ga",
425
+ "Helsinki-NLP/opus-mt-en-fr",
426
+ "Helsinki-NLP/opus-mt-en-fj",
427
+ "Helsinki-NLP/opus-mt-en-fiu",
428
+ "Helsinki-NLP/opus-mt-en-fi",
429
+ "Helsinki-NLP/opus-mt-en-euq",
430
+ "Helsinki-NLP/opus-mt-en-eu",
431
+ "Helsinki-NLP/opus-mt-en-et",
432
+ "Helsinki-NLP/opus-mt-en-es",
433
+ "Helsinki-NLP/opus-mt-en-eo",
434
+ "Helsinki-NLP/opus-mt-en-el",
435
+ "Helsinki-NLP/opus-mt-en-efi",
436
+ "Helsinki-NLP/opus-mt-en-ee",
437
+ "Helsinki-NLP/opus-mt-en-dra",
438
+ "Helsinki-NLP/opus-mt-en-de",
439
+ "Helsinki-NLP/opus-mt-en-da",
440
+ "Helsinki-NLP/opus-mt-en-cy",
441
+ "Helsinki-NLP/opus-mt-en-cus",
442
+ "Helsinki-NLP/opus-mt-en-cs",
443
+ "Helsinki-NLP/opus-mt-en-crs",
444
+ "Helsinki-NLP/opus-mt-en-cpp",
445
+ "Helsinki-NLP/opus-mt-en-cpf",
446
+ "Helsinki-NLP/opus-mt-en-chk",
447
+ "Helsinki-NLP/opus-mt-en-cel",
448
+ "Helsinki-NLP/opus-mt-en-ceb",
449
+ "Helsinki-NLP/opus-mt-en-ca",
450
+ "Helsinki-NLP/opus-mt-en-bzs",
451
+ "Helsinki-NLP/opus-mt-en-bnt",
452
+ "Helsinki-NLP/opus-mt-en-bi",
453
+ "Helsinki-NLP/opus-mt-en-bg",
454
+ "Helsinki-NLP/opus-mt-en-ber",
455
+ "Helsinki-NLP/opus-mt-en-bem",
456
+ "Helsinki-NLP/opus-mt-en-bcl",
457
+ "Helsinki-NLP/opus-mt-en-bat",
458
+ "Helsinki-NLP/opus-mt-en-az",
459
+ "Helsinki-NLP/opus-mt-en-ar",
460
+ "Helsinki-NLP/opus-mt-en-alv",
461
+ "Helsinki-NLP/opus-mt-en-afa",
462
+ "Helsinki-NLP/opus-mt-en-af",
463
+ "Helsinki-NLP/opus-mt-en-aav",
464
+ "Helsinki-NLP/opus-mt-en-ROMANCE",
465
+ "Helsinki-NLP/opus-mt-en-CELTIC",
466
+ ]
467
+
468
+ def get_clearly_formatted_langauge_directions():
469
+ # Clearly formatted language directions only
470
+ # Helsinki-NLP/opus-mt-tc-base-bat-zle is ignored
471
+ # Helsinki-NLP/opus-mt-tc-fr-en is accepted due to clarity of source language being fr and target language being en
472
+ language_directions = [model.split("Helsinki-NLP/opus-mt-")[1] for model in helsinki_models
473
+ if (len(model.split("-"))<6 and
474
+ "opus-mt" in model and
475
+ len(model.split("_")) == 1)
476
+ and len(model) < len("Helsinki-NLP/opus-mt-src-trg")]
477
+ return language_directions
traductor.py ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from collections import OrderedDict
3
+ from transformers import pipeline
4
+
5
+ def get_all_source_languages():
6
+ """
7
+ Returns a human-readable `dict source_languages_names:codes`
8
+ based on the available models.
9
+ """
10
+ source_languages = {
11
+ "English": "en",
12
+ "French": "fr",
13
+ "Spanish": "es",
14
+ "German": "de",
15
+ "Italian": "it"
16
+ }
17
+ source_languages = OrderedDict(sorted(source_languages.items()))
18
+ return source_languages
19
+
20
+ source_lang_dict = get_all_source_languages()
21
+ target_lang_dict = source_lang_dict # Reutilizamos el mismo diccionario para los idiomas de destino
22
+
23
+ def translate(input_text, source, target):
24
+ # Convertir nombres legibles a c贸digos abreviados
25
+ source_code = source_lang_dict.get(source, source) # 'en', 'fr', etc.
26
+ target_code = target_lang_dict.get(target, target) # 'en', 'fr', etc.
27
+
28
+ try:
29
+ model_name = f"Helsinki-NLP/opus-mt-{source_code}-{target_code}"
30
+ pipe = pipeline("translation", model=model_name)
31
+ translation = pipe(input_text)
32
+ return translation[0]['translation_text'], ""
33
+ except Exception as e:
34
+ return "", f"Error: {str(e)}"
35
+
36
+ with gr.Blocks() as demo:
37
+ gr.HTML("""
38
+ <html>
39
+ <head><style>h1 { text-align: center; }</style></head>
40
+ <body><h1>Open Translate</h1></body>
41
+ </html>
42
+ """)
43
+ with gr.Row():
44
+ with gr.Column():
45
+ source_language_dropdown = gr.Dropdown(
46
+ choices=list(source_lang_dict.keys()),
47
+ value=list(source_lang_dict.keys())[0],
48
+ label="Source Language"
49
+ )
50
+ input_textbox = gr.Textbox(
51
+ lines=5, placeholder="Enter text to translate", label="Input Text"
52
+ )
53
+ with gr.Column():
54
+ target_language_dropdown = gr.Dropdown(
55
+ choices=list(target_lang_dict.keys()),
56
+ value="English",
57
+ label="Target Language"
58
+ )
59
+ translated_textbox = gr.Textbox(lines=5, placeholder="", label="Translated Text")
60
+ info_label = gr.HTML("")
61
+ btn = gr.Button("Translate")
62
+ btn.click(
63
+ translate,
64
+ inputs=[input_textbox, source_language_dropdown, target_language_dropdown],
65
+ outputs=[translated_textbox, info_label]
66
+ )
67
+
68
+ if __name__ == "__main__":
69
+ demo.launch()