Update spaCy pipeline

.gitattributes

@@ -33,3 +33,5 @@ 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
+sl_MOE-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+tok2vec/model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,59 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- sl
+license: mit
+model-index:
+- name: sl_MOE
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 1.0
+    - name: NER Recall
+      type: recall
+      value: 1.0
+    - name: NER F Score
+      type: f_score
+      value: 1.0
+---
+MOE (Medicinski Oznakevalec Entitet)
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `sl_MOE` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.5.0,<3.6.0` |
+| **Default Pipeline** | `tok2vec`, `ner` |
+| **Components** | `tok2vec`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | `MIT` |
+| **Author** | [Rene Markovič]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (1 labels for 1 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`ner`** | `Zdravilo` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `ENTS_F` | 100.00 |
+| `ENTS_P` | 100.00 |
+| `ENTS_R` | 100.00 |
+| `TOK2VEC_LOSS` | 0.00 |
+| `NER_LOSS` | 0.00 |

config.cfg

@@ -0,0 +1,144 @@
+[paths]
+train = "./training_data.spacy"
+dev = "./training_data.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = null
+seed = 0
+
+[nlp]
+lang = "sl"
+pipeline = ["tok2vec","ner"]
+batch_size = 1000
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.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 = true
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode.width}
+upstream = "*"
+
+[components.tok2vec]
+factory = "tok2vec"
+
+[components.tok2vec.model]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.tok2vec.model.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = ${components.tok2vec.model.encode.width}
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
+rows = [5000,1000,2500,2500]
+include_static_vectors = false
+
+[components.tok2vec.model.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[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]
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 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_words.v1"
+discard_oversize = false
+tolerance = 0.2
+get_length = null
+
+[training.batcher.size]
+@schedules = "compounding.v1"
+start = 100
+stop = 1000
+compound = 1.001
+t = 0.0
+
+[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
+learn_rate = 0.001
+
+[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]

meta.json

@@ -0,0 +1,54 @@
+{
+  "lang":"sl",
+  "name":"MOE",
+  "version":"0.0.0",
+  "description":"MOE (Medicinski Oznakevalec Entitet)",
+  "author":"Rene Markovi\u010d",
+  "email":"renemarkovic@gmail.com",
+  "url":"",
+  "license":"MIT",
+  "spacy_version":">=3.5.0,<3.6.0",
+  "spacy_git_version":"dec81508d",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "tok2vec":[
+
+    ],
+    "ner":[
+      "Zdravilo"
+    ]
+  },
+  "pipeline":[
+    "tok2vec",
+    "ner"
+  ],
+  "components":[
+    "tok2vec",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "ents_f":1.0,
+    "ents_p":1.0,
+    "ents_r":1.0,
+    "ents_per_type":{
+      "Zdravilo":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      }
+    },
+    "tok2vec_loss":0.0000000092,
+    "ner_loss":0.0000000242
+  },
+  "requirements":[
+
+  ]
+}

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/moves

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sl_MOE-any-py3-none-any.whl

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+oid sha256:1761fb43bf4b047b3f235d519e0fe8819f06b18dd2f22479adfdcc3f4bba1aec
+size 5666431

tok2vec/cfg

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+{
+
+}

tok2vec/model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7458c5d96105b93ea90a1d29bf996ec22e2ad20a73aafc201ab061ddb11ff5f9
+size 6009091

tokenizer

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+  "xx.d",
+  "xxx",
+  "xxx.",
+  "xxxdx",
+  "xxxx",
+  "xxxx-xx",
+  "xxxx.",
+  "xxxx.xxxx",
+  "x\ufe35x",
+  "y",
+  "y.",
+  "z",
+  "z.",
+  "za",
+  "zadnja",
+  "zadnje",
+  "zadnjem",
+  "zadnjih",
+  "zadovoljiva",
+  "zadovoljivo",
+  "zah",
+  "zah.",
+  "zaim",
+  "zaim.",
+  "zak",
+  "zak.",
+  "zal",
+  "zal.",
+  "zalo\u017eni\u0161tvo",
+  "zamenjala",
+  "zanesljvo",
+  "zanticom",
+  "zap",
+  "zap.",
+  "zapleti",
+  "zapletov",
+  "zaposlovanje",
+  "zaradi",
+  "zasl",
+  "zasl.",
+  "zastar",
+  "zastar.",
+  "zastarelo",
+  "zato",
+  "zavar",
+  "zavar.",
+  "zazna",
+  "za\u010d",
+  "za\u010d.",
+  "za\u010del",
+  "za\u010detku",
+  "za\u010detna",
+  "za\u010detne",
+  "za\u010dne",
+  "zb",
+  "zb.",
+  "zbr",
+  "zd.",
+  "zda",
+  "zdravi",
+  "zdravil",
+  "zdravili",
+  "zdravilo",
+  "zdravimo",
+  "zdravljenje",
+  "zdravnica",
+  "zdravnik",
+  "zdravnika",
+  "zdravniku",
+  "zdru\u017e",
+  "zdru\u017e.",
+  "zen",
+  "zg",
+  "zg.",
+  "zgl",
+  "zgod",
+  "zgod.",
+  "zgodovina",
+  "zgr",
+  "zh.",
+  "zik",
+  "zil",
+  "zir",
+  "zjutraj",
+  "zl.",
+  "zlateni\u010dni",
+  "zloma",
+  "zmanj\u0161ana",
+  "zmerne",
+  "zmore",
+  "zn",
+  "zn.",
+  "zna",
+  "znake",
+  "znaki",
+  "znan",
+  "znan.",
+  "znanstv",
+  "znanstv.",
+  "zna\u0161a",
+  "zne",
+  "zni",
+  "zni\u017eevanja",
+  "zool",
+  "zool.",
+  "zoologija",
+  "zoot",
+  "zoot.",
+  "zor",
+  "zoz",
+  "zr.",
+  "zravljenje",
+  "zun",
+  "zun.",
+  "zv",
+  "zv.",
+  "zvd",
+  "zvd.",
+  "zve\u010der",
+  "zvodu",
+  "|",
+  "}",
+  "\u00a0",
+  "\u00ac",
+  "\u00ac_\u00ac",
+  "\u00af",
+  "\u00af\\(x)/\u00af",
+  "\u00af\\(\u30c4)/\u00af",
+  "\u00b0",
+  "\u00b0C.",
+  "\u00b0F.",
+  "\u00b0K.",
+  "\u00b0X.",
+  "\u00b0c.",
+  "\u00b0f.",
+  "\u00b0k.",
+  "\u00b0x.",
+  "\u00e1",
+  "\u00e1.",
+  "\u00e4",
+  "\u00e4.",
+  "\u00e9",
+  "\u00e9.",
+  "\u00f6",
+  "\u00f6.",
+  "\u00fc",
+  "\u00fc.",
+  "\u0107",
+  "\u0107.",
+  "\u010d",
+  "\u010d.",
+  "\u010dam",
+  "\u010das",
+  "\u010das.",
+  "\u010dasu",
+  "\u010de",
+  "\u010deb",
+  "\u010deb.",
+  "\u010debelarstvo",
+  "\u010del",
+  "\u010dem",
+  "\u010den",
+  "\u010der",
+  "\u010det",
+  "\u010det.",
+  "\u010dev",
+  "\u010dez",
+  "\u010de\u0161",
+  "\u010de\u0161.",
+  "\u010de\u0161ki",
+  "\u010dih",
+  "\u010din",
+  "\u010disti",
+  "\u010dje",
+  "\u010dju",
+  "\u010dl",
+  "\u010dl.",
+  "\u010dlen",
+  "\u010dlen.",
+  "\u010dlov",
+  "\u010dlov.",
+  "\u010dlove\u0161kost",
+  "\u010dna",
+  "\u010dne",
+  "\u010dni",
+  "\u010dno",
+  "\u010dob",
+  "\u010drnega",
+  "\u010drno",
+  "\u010dustv",
+  "\u010dustv.",
+  "\u0111",
+  "\u0111.",
+  "\u013e",
+  "\u013e.",
+  "\u0142",
+  "\u0142.",
+  "\u015f",
+  "\u015f.",
+  "\u0160",
+  "\u0160T",
+  "\u0160T.",
+  "\u0160kofl",
+  "\u0160kofl.",
+  "\u0161",
+  "\u0161.",
+  "\u0161ah",
+  "\u0161ah.",
+  "\u0161ahovski",
+  "\u0161al",
+  "\u0161alj",
+  "\u0161alj.",
+  "\u0161aljivo",
+  "\u0161an",
+  "\u0161e",
+  "\u0161el",
+  "\u0161em",
+  "\u0161en",
+  "\u0161ih",
+  "\u0161im",
+  "\u0161ir",
+  "\u0161ir.",
+  "\u0161ji",
+  "\u0161k.",
+  "\u0161ki",
+  "\u0161ko",
+  "\u0161kofl",
+  "\u0161kofl.",
+  "\u0161kot",
+  "\u0161kot.",
+  "\u0161no",
+  "\u0161ol",
+  "\u0161ol.",
+  "\u0161p",
+  "\u0161p.",
+  "\u0161pan",
+  "\u0161pan.",
+  "\u0161panski",
+  "\u0161pansko",
+  "\u0161port",
+  "\u0161port.",
+  "\u0161portni",
+  "\u0161t",
+  "\u0161t.",
+  "\u0161tev",
+  "\u0161tev.",
+  "\u0161tevil",
+  "\u0161tevil.",
+  "\u0161tevnik",
+  "\u0161tiri",
+  "\u0161tr",
+  "\u0161tud",
+  "\u0161tud.",
+  "\u0161um",
+  "\u0161umov",
+  "\u0161ved",
+  "\u0161ved.",
+  "\u0161vedsko",
+  "\u0161vic",
+  "\u0161vic.",
+  "\u0161vicarsko",
+  "\u016f",
+  "\u016f.",
+  "\u0171",
+  "\u0171.",
+  "\u017e",
+  "\u017e.",
+  "\u017earg",
+  "\u017earg.",
+  "\u017eargonsko",
+  "\u017eav",
+  "\u017eb.",
+  "\u017ee",
+  "\u017eel",
+  "\u017eel.",
+  "\u017eeleznica",
+  "\u017eelezo",
+  "\u017een",
+  "\u017een.",
+  "\u017eenski",
+  "\u017eev",
+  "\u017eir",
+  "\u017eiv",
+  "\u017eiv.",
+  "\u017eival",
+  "\u017eival.",
+  "\u017eivalskih",
+  "\u017eivljenja",
+  "\u017eivost",
+  "\u017eje",
+  "\u017ejo",
+  "\u017en.",
+  "\u017ene",
+  "\u017eno",
+  "\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"
+}