Commit
·
741a806
1
Parent(s):
0476e6a
Update spaCy pipeline
Browse files- README.md +26 -26
- accuracy.json +181 -176
- attribute_ruler/patterns +0 -0
- config.cfg +6 -5
- meta.json +185 -180
- morphologizer/model +1 -1
- ner/model +2 -2
- parser/model +1 -1
- ru_core_news_md-any-py3-none-any.whl +2 -2
- senter/model +1 -1
- tok2vec/model +2 -2
- tokenizer +0 -0
- vocab/strings.json +2 -2
README.md
CHANGED
@@ -14,62 +14,62 @@ model-index:
|
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14 |
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: 2.
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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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66 |
- 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/ru#ru_core_news_md
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|
@@ -78,8 +78,8 @@ Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
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| Feature | Description |
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| --- | --- |
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| **Name** | `ru_core_news_md` |
|
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-
| **Version** | `3.
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-
| **spaCy** | `>=3.
|
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| **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
|
84 |
| **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
|
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| **Vectors** | 500002 keys, 20000 unique vectors (300 dimensions) |
|
@@ -105,22 +105,22 @@ Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
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| Type | Score |
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| --- | --- |
|
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-
| `TOKEN_ACC` | 99.
|
109 |
| `TOKEN_P` | 97.28 |
|
110 |
-
| `TOKEN_R` | 98.
|
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| `TOKEN_F` | 97.79 |
|
112 |
| `POS_ACC` | 98.82 |
|
113 |
-
| `MORPH_ACC` | 97.
|
114 |
-
| `MORPH_MICRO_P` | 98.
|
115 |
-
| `MORPH_MICRO_R` | 98.
|
116 |
-
| `MORPH_MICRO_F` | 98.
|
117 |
-
| `SENTS_P` | 99.
|
118 |
-
| `SENTS_R` | 99.
|
119 |
-
| `SENTS_F` | 99.
|
120 |
-
| `DEP_UAS` | 95.
|
121 |
-
| `DEP_LAS` | 94.
|
122 |
| `TAG_ACC` | 98.82 |
|
123 |
| `LEMMA_ACC` | 0.00 |
|
124 |
-
| `ENTS_P` | 94.
|
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-
| `ENTS_R` | 94.
|
126 |
-
| `ENTS_F` | 94.
|
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metrics:
|
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- name: NER Precision
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type: precision
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+
value: 0.9438296445
|
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- name: NER Recall
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type: recall
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+
value: 0.9474835886
|
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- name: NER F Score
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type: f_score
|
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+
value: 0.9456530869
|
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- task:
|
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name: TAG
|
26 |
type: token-classification
|
27 |
metrics:
|
28 |
- name: TAG (XPOS) Accuracy
|
29 |
type: accuracy
|
30 |
+
value: 0.9882061909
|
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- task:
|
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name: POS
|
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type: token-classification
|
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metrics:
|
35 |
- name: POS (UPOS) Accuracy
|
36 |
type: accuracy
|
37 |
+
value: 0.9882061909
|
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- task:
|
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name: MORPH
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type: token-classification
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metrics:
|
42 |
- name: Morph (UFeats) Accuracy
|
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type: accuracy
|
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+
value: 0.972948348
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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: 2.15295e-05
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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: 0.9595456565
|
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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: 0.9474984155
|
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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: 0.9985729236
|
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---
|
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### Details: https://spacy.io/models/ru#ru_core_news_md
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|
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| Feature | Description |
|
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| --- | --- |
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| **Name** | `ru_core_news_md` |
|
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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`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
|
84 |
| **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
|
85 |
| **Vectors** | 500002 keys, 20000 unique vectors (300 dimensions) |
|
|
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|
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| Type | Score |
|
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| --- | --- |
|
108 |
+
| `TOKEN_ACC` | 99.68 |
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| `TOKEN_P` | 97.28 |
|
110 |
+
| `TOKEN_R` | 98.31 |
|
111 |
| `TOKEN_F` | 97.79 |
|
112 |
| `POS_ACC` | 98.82 |
|
113 |
+
| `MORPH_ACC` | 97.29 |
|
114 |
+
| `MORPH_MICRO_P` | 98.88 |
|
115 |
+
| `MORPH_MICRO_R` | 98.17 |
|
116 |
+
| `MORPH_MICRO_F` | 98.52 |
|
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+
| `SENTS_P` | 99.87 |
|
118 |
+
| `SENTS_R` | 99.85 |
|
119 |
+
| `SENTS_F` | 99.86 |
|
120 |
+
| `DEP_UAS` | 95.95 |
|
121 |
+
| `DEP_LAS` | 94.75 |
|
122 |
| `TAG_ACC` | 98.82 |
|
123 |
| `LEMMA_ACC` | 0.00 |
|
124 |
+
| `ENTS_P` | 94.38 |
|
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+
| `ENTS_R` | 94.75 |
|
126 |
+
| `ENTS_F` | 94.57 |
|
accuracy.json
CHANGED
@@ -1,68 +1,68 @@
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@@ -70,14 +70,14 @@
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@@ -85,196 +85,196 @@
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@@ -285,29 +285,34 @@
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attribute_ruler/patterns
CHANGED
Binary files a/attribute_ruler/patterns and b/attribute_ruler/patterns differ
|
|
config.cfg
CHANGED
@@ -27,7 +27,7 @@ validate = false
|
|
27 |
|
28 |
[components.lemmatizer]
|
29 |
factory = "lemmatizer"
|
30 |
-
mode = "
|
31 |
model = null
|
32 |
overwrite = false
|
33 |
scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
|
@@ -70,8 +70,8 @@ nO = null
|
|
70 |
[components.ner.model.tok2vec.embed]
|
71 |
@architectures = "spacy.MultiHashEmbed.v2"
|
72 |
width = 96
|
73 |
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE"
|
74 |
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rows = [5000,1000,2500,2500
|
75 |
include_static_vectors = true
|
76 |
|
77 |
[components.ner.model.tok2vec.encode]
|
@@ -139,8 +139,8 @@ factory = "tok2vec"
|
|
139 |
[components.tok2vec.model.embed]
|
140 |
@architectures = "spacy.MultiHashEmbed.v2"
|
141 |
width = ${components.tok2vec.model.encode:width}
|
142 |
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
143 |
-
rows = [5000,1000,2500,2500,50]
|
144 |
include_static_vectors = true
|
145 |
|
146 |
[components.tok2vec.model.encode]
|
@@ -182,6 +182,7 @@ eval_frequency = 1000
|
|
182 |
frozen_components = []
|
183 |
before_to_disk = null
|
184 |
annotating_components = []
|
|
|
185 |
|
186 |
[training.batcher]
|
187 |
@batchers = "spacy.batch_by_words.v1"
|
|
|
27 |
|
28 |
[components.lemmatizer]
|
29 |
factory = "lemmatizer"
|
30 |
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mode = "pymorphy3"
|
31 |
model = null
|
32 |
overwrite = false
|
33 |
scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
|
|
|
70 |
[components.ner.model.tok2vec.embed]
|
71 |
@architectures = "spacy.MultiHashEmbed.v2"
|
72 |
width = 96
|
73 |
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
|
74 |
+
rows = [5000,1000,2500,2500]
|
75 |
include_static_vectors = true
|
76 |
|
77 |
[components.ner.model.tok2vec.encode]
|
|
|
139 |
[components.tok2vec.model.embed]
|
140 |
@architectures = "spacy.MultiHashEmbed.v2"
|
141 |
width = ${components.tok2vec.model.encode:width}
|
142 |
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY","IS_SPACE"]
|
143 |
+
rows = [5000,1000,2500,2500,50,50]
|
144 |
include_static_vectors = true
|
145 |
|
146 |
[components.tok2vec.model.encode]
|
|
|
182 |
frozen_components = []
|
183 |
before_to_disk = null
|
184 |
annotating_components = []
|
185 |
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before_update = null
|
186 |
|
187 |
[training.batcher]
|
188 |
@batchers = "spacy.batch_by_words.v1"
|
meta.json
CHANGED
@@ -1,14 +1,14 @@
|
|
1 |
{
|
2 |
"lang":"ru",
|
3 |
"name":"core_news_md",
|
4 |
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"version":"3.
|
5 |
"description":"Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
|
6 |
"author":"Explosion",
|
7 |
"email":"contact@explosion.ai",
|
8 |
"url":"https://explosion.ai",
|
9 |
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|
10 |
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"spacy_version":">=3.
|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
@@ -953,70 +953,70 @@
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|
953 |
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|
955 |
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956 |
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