Update spaCy pipeline

.gitattributes

@@ -32,3 +32,5 @@ 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
+da_multi_dupli_onto_xlm_roberta_large-any-py3-none-any.whl 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:
+- da
+model-index:
+- name: da_multi_dupli_onto_xlm_roberta_large
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.7785234899
+    - name: NER Recall
+      type: recall
+      value: 0.8226950355
+    - name: NER F Score
+      type: f_score
+      value: 0.8
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `da_multi_dupli_onto_xlm_roberta_large` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.5.0,<3.6.0` |
+| **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 (16 labels for 1 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FACILITY`, `GPE`, `LAW`, `LOCATION`, `MONEY`, `NORP`, `ORDINAL`, `ORGANIZATION`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK OF ART` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `ENTS_F` | 80.00 |
+| `ENTS_P` | 77.85 |
+| `ENTS_R` | 82.27 |
+| `TRANSFORMER_LOSS` | 17711.38 |
+| `NER_LOSS` | 289765.47 |

config.cfg

@@ -0,0 +1,151 @@
+[paths]
+train = "datasets/onto_and_gold_multi_train_dupli.spacy"
+dev = "datasets/gold-multi-dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "da"
+pipeline = ["transformer","ner"]
+batch_size = 4096
+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 = 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 = "xlm-roberta-large"
+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 = 800
+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.WandbLogger.v3"
+project_name = "gold-multi-train"
+remove_config_values = []
+model_log_interval = null
+log_dataset_dir = null
+entity = null
+run_name = null
+
+[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]

da_multi_dupli_onto_xlm_roberta_large-any-py3-none-any.whl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:11b2ffe508fe2781bf4682bf0d504c14af0c512e5295174434f8c7bc961ac56f
+size 1802659941

meta.json

@@ -0,0 +1,144 @@
+{
+  "lang":"da",
+  "name":"multi_dupli_onto_xlm_roberta_large",
+  "version":"0.0.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_version":">=3.5.0,<3.6.0",
+  "spacy_git_version":"Unknown",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "ner":[
+      "CARDINAL",
+      "DATE",
+      "EVENT",
+      "FACILITY",
+      "GPE",
+      "LAW",
+      "LOCATION",
+      "MONEY",
+      "NORP",
+      "ORDINAL",
+      "ORGANIZATION",
+      "PERSON",
+      "PRODUCT",
+      "QUANTITY",
+      "TIME",
+      "WORK OF ART"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "ner"
+  ],
+  "components":[
+    "transformer",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "ents_f":0.8,
+    "ents_p":0.7785234899,
+    "ents_r":0.8226950355,
+    "ents_per_type":{
+      "ORGANIZATION":{
+        "p":0.875,
+        "r":0.9333333333,
+        "f":0.9032258065
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+      "NORP":{
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+      "PERSON":{
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+        "f":0.976744186
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+      "DATE":{
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+        "r":0.6842105263,
+        "f":0.619047619
+      },
+      "GPE":{
+        "p":0.9285714286,
+        "r":1.0,
+        "f":0.962962963
+      },
+      "CARDINAL":{
+        "p":0.6470588235,
+        "r":0.8461538462,
+        "f":0.7333333333
+      },
+      "QUANTITY":{
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+        "r":0.5,
+        "f":0.3333333333
+      },
+      "PERCENT":{
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+        "r":0.0,
+        "f":0.0
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+      "LOCATION":{
+        "p":0.5,
+        "r":1.0,
+        "f":0.6666666667
+      },
+      "LAW":{
+        "p":0.6,
+        "r":0.5,
+        "f":0.5454545455
+      },
+      "MONEY":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "TIME":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
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+      "WORK OF ART":{
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+        "r":0.5882352941,
+        "f":0.6666666667
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+      "FACILITY":{
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+        "r":0.0,
+        "f":0.0
+      },
+      "EVENT":{
+        "p":0.5,
+        "r":1.0,
+        "f":0.6666666667
+      },
+      "PRODUCT":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "transformer_loss":177.113774443,
+    "ner_loss":2897.6547139748
+  },
+  "requirements":[
+    "spacy-transformers>=1.1.2,<1.2.0"
+  ]
+}

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/moves

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tokenizer

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+  "\u00f8stre",
+  "\u00f8ve",
+  "\u00f8vr",
+  "\u00f8vr.",
+  "\u00f8vrige",
+  "\u00f8vrigt",
+  "\u00fc",
+  "\u00fc.",
+  "\u0ca0",
+  "\u0ca0_\u0ca0",
+  "\u0ca0\ufe35\u0ca0",
+  "\u2013",
+  "\u2014",
+  "\u2019",
+  "\u2019-(",
+  "\u2019-)",
+  "\u2019gu",
+  "\u2019\u2019",
+  "\u201c",
+  "\u201d",
+  "\u2026",
+  "\u2501",
+  "\u253b",
+  "\u253b\u2501\u253b",
+  "\u256f",
+  "\u25a1",
+  "\u2764",
+  "\ufe0f",
+  "\ufe0f\u200d",
+  "\ufe35",
+  "\uff09",
+  "\ud83c\udde9",
+  "\ud83c\uddf0",
+  "\ud83c\udf08",
+  "\ud83c\udf38",
+  "\ud83c\udf83",
+  "\ud83c\udff3",
+  "\ud83d\udc9a",
+  "\ud83d\ude01",
+  "\ud83d\ude02",
+  "\ud83e\udd17"
+]

vocab/vectors.cfg

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