Update spaCy pipeline

.gitattributes

@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+es_COLNER_w_twitter-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+ner/model filter=lfs diff=lfs merge=lfs -text
+transformer/model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,56 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- es
+model-index:
+- name: es_COLNER_w_twitter
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.87109375
+    - name: NER Recall
+      type: recall
+      value: 0.8779527559
+    - name: NER F Score
+      type: f_score
+      value: 0.8745098039
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `es_COLNER_w_twitter` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.7.5,<3.8.0` |
+| **Default Pipeline** | `transformer`, `ner` |
+| **Components** | `transformer`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (1 labels for 1 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`ner`** | `LOC` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `ENTS_F` | 87.45 |
+| `ENTS_P` | 87.11 |
+| `ENTS_R` | 87.80 |
+| `TRANSFORMER_LOSS` | 1978.18 |
+| `NER_LOSS` | 7908.39 |

config.cfg

@@ -0,0 +1,147 @@
+[paths]
+train = "./spacy_data/train_combined.spacy"
+dev = "./spacy_data/test_combined.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "es"
+pipeline = ["transformer","ner"]
+batch_size = 128
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = false
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "dccuchile/bert-base-spanish-wwm-cased"
+mixed_precision = false
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.transformer.model.grad_scaler_config]
+
+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[components.transformer.model.transformer_config]
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 1600
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+size = 2000
+buffer = 256
+get_length = null
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+ents_f = 1.0
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

es_COLNER_w_twitter-any-py3-none-any.whl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ba5c8d51fe5907171031445df2fdb9dc2a783ff2831ff446ec3bde65724f0baa
+size 408453566

meta.json

@@ -0,0 +1,54 @@
+{
+  "lang":"es",
+  "name":"COLNER_w_twitter",
+  "version":"0.0.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_version":">=3.7.5,<3.8.0",
+  "spacy_git_version":"a6d0fc360",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "ner":[
+      "LOC"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "ner"
+  ],
+  "components":[
+    "transformer",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "ents_f":0.8745098039,
+    "ents_p":0.87109375,
+    "ents_r":0.8779527559,
+    "ents_per_type":{
+      "LOC":{
+        "p":0.87109375,
+        "r":0.8779527559,
+        "f":0.8745098039
+      }
+    },
+    "transformer_loss":19.7818310049,
+    "ner_loss":79.0839425967
+  },
+  "requirements":[
+    "spacy-transformers>=1.3.5,<1.4.0"
+  ]
+}

ner/cfg

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+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":1,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

ner/model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9ef57128876e09125814c00fb9858b6a8c083341d971f6d21c44443b4550cf21
+size 207145

ner/moves

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+��moves�\{"0":{},"1":{"LOC":4804},"2":{"LOC":4804},"3":{"LOC":4804},"4":{"LOC":4804,"":1},"5":{"":1}}�cfg��neg_key�

tokenizer

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+  "sub\u00eda",
+  "sucre",
+  "sucursal",
+  "suegro",
+  "sueito",
+  "sueno",
+  "sueo",
+  "sueos",
+  "sue\u00f1os",
+  "sultana",
+  "sumera",
+  "sumergirse",
+  "sumidero",
+  "sunset",
+  "supaiposa",
+  "super",
+  "superficie",
+  "superior",
+  "superwuu",
+  "suprema",
+  "supresenciaigle",
+  "supuesto",
+  "sur",
+  "suramericana",
+  "surca",
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+  "surf",
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+  "surg\u00eda",
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+  "surte",
+  "sus",
+  "susa",
+  "suscribir\u00e1",
+  "susurra",
+  "susurraba",
+  "susurro",
+  "su\u00e1rez",
+  "s\u00e1bado",
+  "s\u00e1bados",
+  "s\u00eda",
+  "s\u00edguela",
+  "s\u00f3n",
+  "s\u00fas",
+  "t",
+  "t.",
+  "ta.",
+  "tabacal",
+  "tabacalera",
+  "tablacita",
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+  "tachira",
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+  "tadeo",
+  "tagual",
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+  "tala",
+  "talentosos",
+  "taller",
+  "talleres",
+  "tama",
+  "tamajoy",
+  "tamalacu\u00e9",
+  "tamas",
+  "tan",
+  "tanque",
+  "tanta",
+  "tanto",
+  "tao",
+  "tapao",
+  "taparalito",
+  "tapias",
+  "tapiz",
+  "tar",
+  "tarabar\u00e1",
+  "tardar",
+  "tarde",
+  "tardeando",
+  "tardes",
+  "tariba",
+  "tarpella",
+  "tarra",
+  "tas",
+  "tasutar\u00e1n",
+  "tatacoa",
+  "tatam\u00e1",
+  "taylor",
+  "tayrona",
+  "tazonado",
+  "tc.",
+  "te",
+  "tea",
+  "teatral",
+  "teatro",
+  "tebaida",
+  "techo",
+  "techotiba",
+  "tect\u00f3nica",
+  "ted",
+  "tee",
+  "teeshirrubu",
+  "tejo",
+  "tel",
+  "telecom",
+  "telef\u00f3nica",
+  "tema",
+  "tematica",
+  "tembladal",
+  "tembladera",
+  "tembladeral",
+  "tembladoso",
+  "tembleral",
+  "temblona",
+  "tembl\u00f3n",
+  "temor",
+  "templos",
+  "temporada",
+  "temporal",
+  "ten",
+  "tenemos",
+  "teneria",
+  "tenido",
+  "tensi\u00f3n",
+  "tentempie",
+  "teo",
+  "teoromina",
+  "tequendama",
+  "ter",
+  "terco",
+  "teresita",
+  "termales",
+  "terminal",
+  "ternura",
+  "terrapl\u00e9n",
+  "terrenal",
+  "terreno",
+  "ter\u00e1n",
+  "tes",
+  "tesoro",
+  "tesoros",
+  "testamentos",
+  "testimonio",
+  "teta",
+  "tetuan",
+  "tha",
+  "the",
+  "tibio",
+  "tiboy",
+  "ticha",
+  "tiemblatiembla",
+  "tiempo",
+  "tiempos",
+  "tienda",
+  "tiene",
+  "tienen",
+  "tienes",
+  "tierra",
+  "tigris",
+  "til",
+  "timbal",
+  "time",
+  "tin",
+  "tintico",
+  "tio",
+  "tipo",
+  "tir",
+  "tiradores",
+  "tis",
+  "titeres",
+  "ti\u00f3",
+  "tmo",
+  "to",
+  "to.",
+  "toasague",
+  "tobur\u00e1",
+  "tob\u00f3n",
+  "toda",
+  "todas",
+  "todav\u00eda",
+  "todo",
+  "todos",
+  "tolda",
+  "toldas",
+  "tolima",
+  "tolo",
+  "toma",
+  "tomar",
+  "tom\u00e1s",
+  "tom\u00e9",
+  "ton",
+  "toneles",
+  "tono",
+  "tonola",
+  "tonta",
+  "tontoyaco",
+  "topograf\u00eda",
+  "toque",
+  "tor",
+  "torca",
+  "torcasas",
+  "tormenta",
+  "tormentosa",
+  "torno",
+  "toro",
+  "torre",
+  "torrecillas",
+  "torres",
+  "tortugas",
+  "tortuosa",
+  "tortuoso",
+  "tos",
+  "tosmoban",
+  "tota",
+  "total",
+  "totarco",
+  "totumito",
+  "tou",
+  "toy",
+  "tpa",
+  "tra",
+  "trabajo",
+  "trabndo",
+  "trabr",
+  "tradicional",
+  "tradiciones",
+  "tradici\u00f3n",
+  "tragadal",
+  "tragadero",
+  "trajo",
+  "trancon",
+  "tranc\u00f3n",
+  "tranquil",
+  "tranquila",
+  "tranquilamente",
+  "tranquilas",
+  "tranquilidad",
+  "tranquilizadora",
+  "tranquilo",
+  "tranquilos",
+  "transbordo",
+  "transcurre",
+  "transforma",
+  "transformaba",
+  "transformadora",
+  "transformar",
+  "transitopolicia",
+  "transitovial",
+  "translation",
+  "transmilenio",
+  "transnochadora",
+  "transparente",
+  "transport\u00f3",
+  "trapichal",
+  "trapiche",
+  "trapichito",
+  "trata",
+  "tratando",
+  "traves\u00eda",
+  "trav\u00e9s",
+  "trayecto",
+  "trazao",
+  "tre",
+  "trekking",
+  "tremedal",
+  "tremenda",
+  "tremendal",
+  "tremerdal",
+  "trepaban",
+  "trepidosa",
+  "tres",
+  "tricolor",
+  "trinidad",
+  "trinos",
+  "triunfo",
+  "tro",
+  "trocha",
+  "trochas",
+  "tronadero",
+  "troncos",
+  "tropical",
+  "tropicales",
+  "trotada",
+  "truelove",
+  "tr\u00e1ficobogot\u00e1",
+  "tr\u00e9",
+  "tr\u00f3",
+  "tu",
+  "tua",
+  "tubara",
+  "tubisol",
+  "tud",
+  "tuilia",
+  "tulua",
+  "tulu\u00e1",
+  "tumarapo",
+  "tumba",
+  "tumbichucue",
+  "tunia",
+  "tunja",
+  "tupiada",
+  "tupida",
+  "tup\u00edo",
+  "turismo",
+  "turista",
+  "turistas",
+  "turistica",
+  "turno",
+  "turur\u00ed",
+  "tur\u00edstica",
+  "tur\u00edstico",
+  "tutunendo",
+  "tuve",
+  "tu\u00f3",
+  "twiteroscali",
+  "t\u00e1chira",
+  "t\u00e1n",
+  "t\u00e9",
+  "t\u00e9cnica",
+  "t\u00e9cnico",
+  "t\u00eda",
+  "t\u00edn",
+  "t\u00edo",
+  "t\u00f3n",
+  "t\u00fan",
+  "u",
+  "u.",
+  "uaa",
+  "ual",
+  "uan",
+  "uao",
+  "uar",
+  "uas",
+  "uba",
+  "ube",
+  "ubu",
+  "uca",
+  "ucat",
+  "uce",
+  "uco",
+  "ucrania",
+  "ud",
+  "ud.",
+  "uda",
+  "ude",
+  "udea",
+  "udo",
+  "uds",
+  "uds.",
+  "uea",
+  "ueh",
+  "uel",
+  "uen",
+  "ueo",
+  "uer",
+  "ues",
+  "uey",
+  "uez",
+  "uga",
+  "ug\u00e1",
+  "uhu",
+  "uia",
+  "uil",
+  "uio",
+  "uir",
+  "uis",
+  "uja",
+  "ujo",
+  "ula",
+  "ulamou",
+  "ulipal",
+  "ull",
+  "ulo",
+  "ultiman",
+  "uma",
+  "umari",
+  "uma\u00f1a",
+  "umbral",
+  "un",
+  "una",
+  "unas",
+  "und",
+  "une",
+  "unen",
+  "unicentro",
+  "unico",
+  "unidad",
+  "unidos",
+  "uniminuto",
+  "union",
+  "unir",
+  "universal",
+  "universalfotos",
+  "universidad",
+  "universitaria",
+  "universitario",
+  "universo",
+  "uni\u00f3n",
+  "uno",
+  "ununtao",
+  "uoh",
+  "uos",
+  "upa",
+  "upo",
+  "ura",
+  "urad\u00f3",
+  "urbanizacion",
+  "urbanizaci\u00f3n",
+  "urbano",
+  "urbinas",
+  "ure",
+  "urf",
+  "uri",
+  "uriepo",
+  "uro",
+  "urruimahna",
+  "urruitpana",
+  "urt",
+  "ur\u00e1",
+  "ur\u00ed",
+  "usa",
+  "use",
+  "used",
+  "uso",
+  "ust",
+  "usted",
+  "ustedes",
+  "uta",
+  "utiliza",
+  "uto",
+  "ut\u00ed",
+  "uu",
+  "uve",
+  "uvito",
+  "uvo",
+  "uya",
+  "uye",
+  "uy\u00f3",
+  "uza",
+  "u\u00e1n",
+  "u\u00e9s",
+  "u\u00eda",
+  "u\u00f1a",
+  "v",
+  "v.",
+  "v.v",
+  "v_v",
+  "va",
+  "vaca",
+  "vacacionar",
+  "vacaciones",
+  "vacaiones",
+  "vacation",
+  "vaciante",
+  "vacios",
+  "vac\u00edo",
+  "vaga",
+  "vagaban",
+  "vag\u00f3n",
+  "vaiv\u00e9n",
+  "val",
+  "valderrama",
+  "valdez",
+  "valent\u00eda",
+  "valerosa",
+  "valientes",
+  "valioso",
+  "valla",
+  "valle",
+  "valle.|",
+  "valledupar",
+  "vallenata",
+  "vallenato",
+  "valles",
+  "valtamarin",
+  "vamos",
+  "vamosajoshua",
+  "vamostolima",
+  "van",
+  "vanguardia",
+  "vapor",
+  "var",
+  "varela",
+  "variedad",
+  "vas",
+  "vasquez",
+  "vasto",
+  "vastos",
+  "vd",
+  "vd.",
+  "vda",
+  "vds",
+  "vds.",
+  "ve",
+  "veces",
+  "vecinos",
+  "vedas",
+  "vega",
+  "vegas",
+  "vegetaci\u00f3n",
+  "veinte",
+  "veinticuatro",
+  "vela",
+  "veladero",
+  "velez",
+  "velo",
+  "vel\u00e1squez",
+  "ven",
+  "vena",
+  "venada",
+  "venadito",
+  "vendedora",
+  "venezolano",
+  "venezuela",
+  "venezuelacolombia",
+  "venir",
+  "ventana",
+  "ventanas",
+  "ventiadero",
+  "ver",
+  "vera",
+  "veranera",
+  "verano",
+  "veranos",
+  "verbena",
+  "verdad",
+  "verdadera",
+  "verdaderamente",
+  "verdadero",
+  "verdant",
+  "verdantemente",
+  "verdantinos",
+  "verde",
+  "verdeantes",
+  "verdes",
+  "verdinas",
+  "verdor",
+  "verdoso",
+  "verduras",
+  "verd\u00fan",
+  "vereda",
+  "verle",
+  "vertiente",
+  "ves",
+  "vestido",
+  "vez",
+  "vi",
+  "via",
+  "viaducto",
+  "viaje",
+  "viajero",
+  "viajeros",
+  "viasdecolombia",
+  "vibra",
+  "vibraci\u00f3n",
+  "vibrante",
+  "vibrantes",
+  "victoria",
+  "vida",
+  "vidas",
+  "videos",
+  "vieja",
+  "viejita",
+  "viejo",
+  "viendo",
+  "viene",
+  "viento",
+  "vientos",
+  "viernes",
+  "vigas",
+  "vigia",
+  "vigilante",
+  "vigilantes",
+  "vigotsky",
+  "vig\u00eda",
+  "vijagual",
+  "vijal",
+  "vile",
+  "villa",
+  "villabel",
+  "villadeleyva",
+  "villas",
+  "villavicencio",
+  "villavicenciobogot\u00e1",
+  "vino",
+  "vio",
+  "violencia",
+  "violeta",
+  "vip",
+  "vir",
+  "virgen",
+  "virgo",
+  "virtiente",
+  "visitan",
+  "visitantes",
+  "visitar",
+  "visitas",
+  "visit\u00e9",
+  "viso",
+  "vista",
+  "vistas",
+  "viste",
+  "vital",
+  "vitalidad",
+  "vitima",
+  "viva",
+  "vive",
+  "viven",
+  "vivendo",
+  "vivero",
+  "vivido",
+  "viviendo",
+  "viviente",
+  "vivimos",
+  "vivir",
+  "vivos",
+  "vizca\u00edna",
+  "vi\u00f3",
+  "vol",
+  "vol.",
+  "volaban",
+  "voladero",
+  "volador",
+  "volante",
+  "volant\u00edn",
+  "volcanes",
+  "volc\u00e1n",
+  "vol\u00famen",
+  "vor",
+  "voracidad",
+  "vos",
+  "votar",
+  "voy",
+  "voz",
+  "vs",
+  "vuela",
+  "vuelta",
+  "vueltas",
+  "vuelve",
+  "vzla",
+  "v\u00e1squez",
+  "v\u00e9",
+  "v\u00e9n",
+  "v\u00e9s",
+  "v\u00eda",
+  "v\u00eddeo",
+  "v\u00edo",
+  "w",
+  "w.",
+  "waffles",
+  "was",
+  "way",
+  "wcamposalex",
+  "weather",
+  "wendy",
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+  "which",
+  "wiiiii",
+  "with",
+  "without",
+  "word",
+  "words",
+  "work",
+  "working",
+  "wou",
+  "wraishishon",
+  "wtf",
+  "wua",
+  "wuu",
+  "x",
+  "x'xx",
+  "x.",
+  "x.X",
+  "x.X.",
+  "x.X.X.",
+  "x.d",
+  "x.x",
+  "x.x.",
+  "x.x.x",
+  "x.x.x.",
+  "x.x.x.x",
+  "x.x.x.x.",
+  "x.xx",
+  "x.xx.",
+  "xD",
+  "xDD",
+  "xX",
+  "xXX",
+  "x_X",
+  "x_d",
+  "x_x",
+  "xd",
+  "xdd",
+  "xii",
+  "xta",
+  "xx",
+  "xx.",
+  "xx/x",
+  "xxiii",
+  "xxx",
+  "xxx.",
+  "xxxdd",
+  "xxxdddxx",
+  "xxxx",
+  "xxxx.",
+  "xxxx.xxxx",
+  "xxxx.|",
+  "xxxxdd",
+  "xxxx|",
+  "x\u00b0",
+  "x\ufe35x",
+  "y",
+  "y.",
+  "ya",
+  "yac",
+  "yacimiento",
+  "yak",
+  "yal",
+  "yala",
+  "yalencome",
+  "yar",
+  "yarumos",
+  "yas",
+  "yeiiii",
+  "yen",
+  "yer",
+  "yes",
+  "yeso",
+  "yko",
+  "yo",
+  "yoga",
+  "yoko",
+  "yopal",
+  "yopalsinagua",
+  "yopos",
+  "yor",
+  "yos",
+  "yosolose",
+  "your",
+  "yuca",
+  "yumbo",
+  "yva",
+  "y\u00e1n",
+  "y\u00f3n",
+  "z",
+  "z.",
+  "z29",
+  "zagu\u00e1n",
+  "zahurda",
+  "zaino",
+  "zal",
+  "zambrano",
+  "zan",
+  "zanjo",
+  "zanj\u00f3n",
+  "zao",
+  "zapata",
+  "zapatero",
+  "zapotal",
+  "zapote",
+  "zar",
+  "zaragoza",
+  "zarcitos",
+  "zarza",
+  "zarzal",
+  "zas",
+  "zazu\u00e9",
+  "zel",
+  "zgo",
+  "zipa",
+  "zipac\u00f3n",
+  "zipaquira",
+  "zipaquir\u00e0",
+  "zipaquir\u00e1",
+  "zla",
+  "zno",
+  "zon",
+  "zona",
+  "zoobaq",
+  "zoocr\u00edadero",
+  "zool\u00f3gica",
+  "zoque",
+  "zos",
+  "ztv",
+  "zul",
+  "zulia",
+  "zural",
+  "zu\u00e9",
+  "z\u00f3calo",
+  "z\u00f3n",
+  "|",
+  "}",
+  "\u00a0",
+  "\u00ac",
+  "\u00ac_\u00ac",
+  "\u00af",
+  "\u00af\\(x)/\u00af",
+  "\u00af\\(\u30c4)/\u00af",
+  "\u00b0",
+  "\u00b0C",
+  "\u00b0C.",
+  "\u00b0F.",
+  "\u00b0K.",
+  "\u00b0X",
+  "\u00b0X.",
+  "\u00b0c",
+  "\u00b0c.",
+  "\u00b0f.",
+  "\u00b0k.",
+  "\u00b0x.",
+  "\u00e1",
+  "\u00e1candi",
+  "\u00e1frica",
+  "\u00e1g.",
+  "\u00e1guilas",
+  "\u00e1ngeles",
+  "\u00e1rboles",
+  "\u00e3\u0161s",
+  "\u00e4",
+  "\u00e4.",
+  "\u00e9",
+  "\u00e9pico",
+  "\u00e9poca",
+  "\u00e9sta",
+  "\u00e9ste",
+  "\u00e9xito",
+  "\u00eda.",
+  "\u00edan",
+  "\u00edas",
+  "\u00edda",
+  "\u00edna",
+  "\u00edos",
+  "\u00edso",
+  "\u00edta",
+  "\u00edto",
+  "\u00f1al",
+  "\u00f1ar",
+  "\u00f1as",
+  "\u00f1ol",
+  "\u00f1on",
+  "\u00f1os",
+  "\u00f1oz",
+  "\u00f1\u00eda",
+  "\u00f1\u00f3n",
+  "\u00f3",
+  "\u00f3mo",
+  "\u00f3rganos",
+  "\u00f6",
+  "\u00f6.",
+  "\u00fa",
+  "\u00faltima",
+  "\u00faltimo",
+  "\u00fam.",
+  "\u00fane",
+  "\u00fanica",
+  "\u00fanico",
+  "\u00fc",
+  "\u00fc.",
+  "\u00fcey",
+  "\u00fcil",
+  "\u0ca0",
+  "\u0ca0_\u0ca0",
+  "\u0ca0\ufe35\u0ca0",
+  "\u2014",
+  "\u2019",
+  "\u2019-(",
+  "\u2019-)",
+  "\u2019\u2019",
+  "\u2501",
+  "\u253b",
+  "\u253b\u2501\u253b",
+  "\u256f",
+  "\u25a1",
+  "\ufe35",
+  "\uff09"
+]

vocab/vectors.cfg

@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}