adrianeboyd
commited on
Commit
•
958db68
1
Parent(s):
2c8ecba
Update spaCy pipeline
Browse files- README.md +28 -28
- accuracy.json +180 -180
- config.cfg +5 -4
- hr_core_news_lg-any-py3-none-any.whl +2 -2
- lemmatizer/model +0 -0
- meta.json +183 -183
- morphologizer/model +0 -0
- ner/model +2 -2
- parser/model +0 -0
- senter/model +0 -0
- tagger/model +0 -0
- tok2vec/model +2 -2
- tokenizer +1 -1
- vocab/strings.json +0 -0
README.md
CHANGED
@@ -14,62 +14,62 @@ model-index:
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metrics:
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- name: NER Precision
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type: precision
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-
value: 0.
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- name: NER Recall
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type: recall
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-
value: 0.
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- name: NER F Score
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type: f_score
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-
value: 0.
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- task:
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name: TAG
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type: token-classification
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metrics:
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- name: TAG (XPOS) Accuracy
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type: accuracy
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-
value: 0.
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- task:
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name: POS
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type: token-classification
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metrics:
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- name: POS (UPOS) Accuracy
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type: accuracy
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-
value: 0.
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- task:
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name: MORPH
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type: token-classification
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metrics:
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- name: Morph (UFeats) Accuracy
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type: accuracy
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-
value: 0.
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- task:
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name: LEMMA
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type: token-classification
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metrics:
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- name: Lemma Accuracy
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type: accuracy
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-
value: 0.
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- task:
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name: UNLABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Unlabeled Attachment Score (UAS)
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type: f_score
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-
value: 0.
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- task:
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name: LABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Labeled Attachment Score (LAS)
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type: f_score
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-
value: 0.
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- task:
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name: SENTS
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type: token-classification
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metrics:
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- name: Sentences F-Score
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type: f_score
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-
value: 0.
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---
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### Details: https://spacy.io/models/hr#hr_core_news_lg
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|
@@ -78,8 +78,8 @@ Croatian pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer,
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| Feature | Description |
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| --- | --- |
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| **Name** | `hr_core_news_lg` |
|
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-
| **Version** | `3.
|
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-
| **spaCy** | `>=3.
|
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| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
|
84 |
| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
|
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| **Vectors** | floret (200000, 300) |
|
@@ -106,22 +106,22 @@ Croatian pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer,
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| Type | Score |
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| --- | --- |
|
109 |
-
| `TOKEN_ACC` | 99.
|
110 |
| `TOKEN_P` | 97.28 |
|
111 |
| `TOKEN_R` | 98.71 |
|
112 |
| `TOKEN_F` | 97.99 |
|
113 |
-
| `TAG_ACC` | 92.
|
114 |
-
| `POS_ACC` | 97.
|
115 |
-
| `MORPH_ACC` | 92.
|
116 |
-
| `MORPH_MICRO_P` | 96.
|
117 |
-
| `MORPH_MICRO_R` | 95.
|
118 |
-
| `MORPH_MICRO_F` | 96.
|
119 |
-
| `SENTS_P` |
|
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-
| `SENTS_R` | 93.
|
121 |
-
| `SENTS_F` | 94.
|
122 |
-
| `DEP_UAS` | 86.
|
123 |
-
| `DEP_LAS` | 80.
|
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-
| `LEMMA_ACC` | 92.
|
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-
| `ENTS_P` |
|
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-
| `ENTS_R` |
|
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-
| `ENTS_F` |
|
|
|
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metrics:
|
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- name: NER Precision
|
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type: precision
|
17 |
+
value: 0.8309481216
|
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- name: NER Recall
|
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type: recall
|
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+
value: 0.8294642857
|
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- name: NER F Score
|
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type: f_score
|
23 |
+
value: 0.8302055407
|
24 |
- task:
|
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name: TAG
|
26 |
type: token-classification
|
27 |
metrics:
|
28 |
- name: TAG (XPOS) Accuracy
|
29 |
type: accuracy
|
30 |
+
value: 0.9217400961
|
31 |
- task:
|
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name: POS
|
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type: token-classification
|
34 |
metrics:
|
35 |
- name: POS (UPOS) Accuracy
|
36 |
type: accuracy
|
37 |
+
value: 0.9759146596
|
38 |
- task:
|
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name: MORPH
|
40 |
type: token-classification
|
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metrics:
|
42 |
- name: Morph (UFeats) Accuracy
|
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type: accuracy
|
44 |
+
value: 0.9267547757
|
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- task:
|
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name: LEMMA
|
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type: token-classification
|
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metrics:
|
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- name: Lemma Accuracy
|
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type: accuracy
|
51 |
+
value: 0.9287546545
|
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- task:
|
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name: UNLABELED_DEPENDENCIES
|
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type: token-classification
|
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metrics:
|
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- name: Unlabeled Attachment Score (UAS)
|
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type: f_score
|
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+
value: 0.8661791243
|
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- task:
|
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name: LABELED_DEPENDENCIES
|
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type: token-classification
|
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metrics:
|
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- name: Labeled Attachment Score (LAS)
|
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type: f_score
|
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+
value: 0.8015566665
|
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- task:
|
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name: SENTS
|
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type: token-classification
|
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metrics:
|
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- name: Sentences F-Score
|
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type: f_score
|
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+
value: 0.9454545455
|
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---
|
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### Details: https://spacy.io/models/hr#hr_core_news_lg
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|
|
|
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| Feature | Description |
|
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| --- | --- |
|
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| **Name** | `hr_core_news_lg` |
|
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+
| **Version** | `3.5.0` |
|
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+
| **spaCy** | `>=3.5.0,<3.6.0` |
|
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| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
|
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| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
|
85 |
| **Vectors** | floret (200000, 300) |
|
|
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|
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| Type | Score |
|
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| --- | --- |
|
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+
| `TOKEN_ACC` | 99.89 |
|
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| `TOKEN_P` | 97.28 |
|
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| `TOKEN_R` | 98.71 |
|
112 |
| `TOKEN_F` | 97.99 |
|
113 |
+
| `TAG_ACC` | 92.17 |
|
114 |
+
| `POS_ACC` | 97.59 |
|
115 |
+
| `MORPH_ACC` | 92.68 |
|
116 |
+
| `MORPH_MICRO_P` | 96.20 |
|
117 |
+
| `MORPH_MICRO_R` | 95.88 |
|
118 |
+
| `MORPH_MICRO_F` | 96.04 |
|
119 |
+
| `SENTS_P` | 95.59 |
|
120 |
+
| `SENTS_R` | 93.53 |
|
121 |
+
| `SENTS_F` | 94.55 |
|
122 |
+
| `DEP_UAS` | 86.62 |
|
123 |
+
| `DEP_LAS` | 80.16 |
|
124 |
+
| `LEMMA_ACC` | 92.88 |
|
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+
| `ENTS_P` | 83.09 |
|
126 |
+
| `ENTS_R` | 82.95 |
|
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+
| `ENTS_F` | 83.02 |
|
accuracy.json
CHANGED
@@ -1,261 +1,261 @@
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@@ -263,35 +263,35 @@
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"list": {
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@@ -303,36 +303,36 @@
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config.cfg
CHANGED
@@ -81,8 +81,8 @@ nO = null
|
|
81 |
[components.ner.model.tok2vec.embed]
|
82 |
@architectures = "spacy.MultiHashEmbed.v2"
|
83 |
width = 96
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE"
|
85 |
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rows = [5000,1000,2500,2500
|
86 |
include_static_vectors = true
|
87 |
|
88 |
[components.ner.model.tok2vec.encode]
|
@@ -166,8 +166,8 @@ factory = "tok2vec"
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|
166 |
[components.tok2vec.model.embed]
|
167 |
@architectures = "spacy.MultiHashEmbed.v2"
|
168 |
width = ${components.tok2vec.model.encode:width}
|
169 |
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
170 |
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rows = [5000,1000,2500,2500,50]
|
171 |
include_static_vectors = true
|
172 |
|
173 |
[components.tok2vec.model.encode]
|
@@ -209,6 +209,7 @@ eval_frequency = 1000
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|
209 |
frozen_components = []
|
210 |
before_to_disk = null
|
211 |
annotating_components = []
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|
|
212 |
|
213 |
[training.batcher]
|
214 |
@batchers = "spacy.batch_by_words.v1"
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|
|
81 |
[components.ner.model.tok2vec.embed]
|
82 |
@architectures = "spacy.MultiHashEmbed.v2"
|
83 |
width = 96
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
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rows = [5000,1000,2500,2500]
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86 |
include_static_vectors = true
|
87 |
|
88 |
[components.ner.model.tok2vec.encode]
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|
|
166 |
[components.tok2vec.model.embed]
|
167 |
@architectures = "spacy.MultiHashEmbed.v2"
|
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width = ${components.tok2vec.model.encode:width}
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY","IS_SPACE"]
|
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rows = [5000,1000,2500,2500,50,50]
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171 |
include_static_vectors = true
|
172 |
|
173 |
[components.tok2vec.model.encode]
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|
|
209 |
frozen_components = []
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before_to_disk = null
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annotating_components = []
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before_update = null
|
213 |
|
214 |
[training.batcher]
|
215 |
@batchers = "spacy.batch_by_words.v1"
|
hr_core_news_lg-any-py3-none-any.whl
CHANGED
@@ -1,3 +1,3 @@
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:fa8ff2c45bb72e79353cf320e8526cd069569923a935fecc59fcbcbb632599ab
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size 231316377
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lemmatizer/model
CHANGED
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meta.json
CHANGED
@@ -1,14 +1,14 @@
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{
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"lang":"hr",
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3 |
"name":"core_news_lg",
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"version":"3.
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5 |
"description":"Croatian pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.",
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6 |
"author":"Explosion",
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"email":"contact@explosion.ai",
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"url":"https://explosion.ai",
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"license":"CC BY-SA 4.0",
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|
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vocab/strings.json
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