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_toLowerCase-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_toLowerCase
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.9242424242
+    - name: NER Recall
+      type: recall
+      value: 0.915
+    - name: NER F Score
+      type: f_score
+      value: 0.9195979899
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `es_COLNER_toLowerCase` |
+| **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` | 91.96 |
+| `ENTS_P` | 92.42 |
+| `ENTS_R` | 91.50 |
+| `TRANSFORMER_LOSS` | 3696.14 |
+| `NER_LOSS` | 10886.24 |

config.cfg

@@ -0,0 +1,147 @@
+[paths]
+train = "./spacy_data/geoPhrase_extra_train.spacy"
+dev = "./spacy_data/geoPhrase_extra_val_locae.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_toLowerCase-any-py3-none-any.whl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8e4dd7e3d4bff0652bb545c6e5c253f1f834a351bf01f2c1d19ee480d5416996
+size 408450338

meta.json

@@ -0,0 +1,54 @@
+{
+  "lang":"es",
+  "name":"COLNER_toLowerCase",
+  "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":0.9195979899,
+    "ents_p":0.9242424242,
+    "ents_r":0.915,
+    "ents_per_type":{
+      "LOC":{
+        "p":0.9242424242,
+        "r":0.915,
+        "f":0.9195979899
+      }
+    },
+    "transformer_loss":36.9613818905,
+    "ner_loss":108.8623822663
+  },
+  "requirements":[
+    "spacy-transformers>=1.3.5,<1.4.0"
+  ]
+}

ner/cfg

@@ -0,0 +1,13 @@
+{
+  "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 sha256:268c147a2e25692db58ca7e8d1ea6fa09c755c7239764d2685ebcb0b7e9036f6
+size 207145

ner/moves

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+��moves�\{"0":{},"1":{"LOC":3546},"2":{"LOC":3546},"3":{"LOC":3546},"4":{"LOC":3546,"":1},"5":{"":1}}�cfg��neg_key�

tokenizer

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+  "vive",
+  "viven",
+  "vivero",
+  "viviente",
+  "vivir",
+  "vivi\u00f3",
+  "vivos",
+  "vizca\u00edna",
+  "vi\u00f3",
+  "vol",
+  "vol.",
+  "volaban",
+  "voladero",
+  "volador",
+  "volant\u00edn",
+  "volcanes",
+  "volc\u00e1n",
+  "vol\u00famen",
+  "voracidad",
+  "vos",
+  "voz",
+  "vuela",
+  "vuelta",
+  "vueltas",
+  "vuelve",
+  "v\u00e1squez",
+  "v\u00e9",
+  "v\u00e9n",
+  "v\u00e9s",
+  "v\u00eda",
+  "v\u00edo",
+  "w",
+  "w.",
+  "was",
+  "way",
+  "which",
+  "with",
+  "without",
+  "word",
+  "words",
+  "wou",
+  "wraishishon",
+  "wua",
+  "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",
+  "xix",
+  "xta",
+  "xx",
+  "xx.",
+  "xx/x",
+  "xxx",
+  "xxx.",
+  "xxxx",
+  "xxxx.",
+  "xxxx.xxxx",
+  "xxxx.|",
+  "xxxx|",
+  "x\u00b0",
+  "x\ufe35x",
+  "y",
+  "y.",
+  "yac",
+  "yacimiento",
+  "yak",
+  "yal",
+  "yala",
+  "yar",
+  "yarico",
+  "yarumos",
+  "yas",
+  "yen",
+  "yes",
+  "yeso",
+  "yko",
+  "yo",
+  "yoga",
+  "yopes",
+  "yopos",
+  "yos",
+  "your",
+  "yuca",
+  "yupe",
+  "yva",
+  "y\u00f3n",
+  "z",
+  "z.",
+  "zahurda",
+  "zaino",
+  "zajame",
+  "zal",
+  "zambrano",
+  "zan",
+  "zanja",
+  "zanjo",
+  "zanj\u00f3n",
+  "zao",
+  "zapata",
+  "zapatero",
+  "zapotal",
+  "zapote",
+  "zar",
+  "zaragoza",
+  "zarcitos",
+  "zas",
+  "zgo",
+  "zipa",
+  "zno",
+  "zona",
+  "zoocr\u00edadero",
+  "zoque",
+  "zos",
+  "zul",
+  "zumbamicos",
+  "zural",
+  "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",
+  "\u00e1na",
+  "\u00e1rboles",
+  "\u00e3\u0161s",
+  "\u00e4",
+  "\u00e4.",
+  "\u00e9",
+  "\u00e9pico",
+  "\u00e9poca",
+  "\u00e9xito",
+  "\u00eda.",
+  "\u00edan",
+  "\u00edas",
+  "\u00edda",
+  "\u00edna",
+  "\u00edos",
+  "\u00edso",
+  "\u00edta",
+  "\u00edto",
+  "\u00f1al",
+  "\u00f1ar",
+  "\u00f1as",
+  "\u00f1on",
+  "\u00f1os",
+  "\u00f1oz",
+  "\u00f1\u00eda",
+  "\u00f1\u00f3n",
+  "\u00f3",
+  "\u00f3mo",
+  "\u00f3rganos",
+  "\u00f6",
+  "\u00f6.",
+  "\u00fa",
+  "\u00faltima",
+  "\u00fam.",
+  "\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"
+}