Commit
•
b6ba757
1
Parent(s):
402d614
Update spaCy pipeline
Browse files- README.md +28 -28
- accuracy.json +159 -159
- ca_core_news_trf-any-py3-none-any.whl +2 -2
- config.cfg +51 -24
- meta.json +164 -164
- morphologizer/model +2 -2
- ner/model +2 -2
- parser/model +2 -2
- transformer/cfg +1 -1
- transformer/model +2 -2
- vocab/strings.json +2 -2
README.md
CHANGED
@@ -14,72 +14,72 @@ 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/ca#ca_core_news_trf
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-
Catalan transformer pipeline (projecte-aina/roberta-base-ca-v2). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.
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| Feature | Description |
|
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| --- | --- |
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| **Name** | `ca_core_news_trf` |
|
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-
| **Version** | `3.
|
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-
| **spaCy** | `>=3.
|
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| **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
|
84 |
| **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
|
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
|
@@ -109,18 +109,18 @@ Catalan transformer pipeline (projecte-aina/roberta-base-ca-v2). Components: tra
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| `TOKEN_P` | 99.78 |
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| `TOKEN_R` | 99.79 |
|
111 |
| `TOKEN_F` | 99.79 |
|
112 |
-
| `POS_ACC` |
|
113 |
-
| `MORPH_ACC` |
|
114 |
-
| `MORPH_MICRO_P` | 99.
|
115 |
-
| `MORPH_MICRO_R` |
|
116 |
-
| `MORPH_MICRO_F` |
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-
| `SENTS_P` | 99.
|
118 |
-
| `SENTS_R` | 99.
|
119 |
-
| `SENTS_F` | 99.
|
120 |
-
| `DEP_UAS` |
|
121 |
-
| `DEP_LAS` | 93.
|
122 |
-
| `TAG_ACC` |
|
123 |
-
| `LEMMA_ACC` | 98.
|
124 |
-
| `ENTS_P` | 92.
|
125 |
-
| `ENTS_R` | 91.
|
126 |
-
| `ENTS_F` | 91.
|
|
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metrics:
|
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- name: NER Precision
|
16 |
type: precision
|
17 |
+
value: 0.9225996081
|
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- name: NER Recall
|
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type: recall
|
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+
value: 0.9139437075
|
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- name: NER F Score
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type: f_score
|
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+
value: 0.9182512595
|
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- task:
|
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name: TAG
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type: token-classification
|
27 |
metrics:
|
28 |
- name: TAG (XPOS) Accuracy
|
29 |
type: accuracy
|
30 |
+
value: 0.9918845029
|
31 |
- task:
|
32 |
name: POS
|
33 |
type: token-classification
|
34 |
metrics:
|
35 |
- name: POS (UPOS) Accuracy
|
36 |
type: accuracy
|
37 |
+
value: 0.9918845029
|
38 |
- 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
|
44 |
+
value: 0.9900646831
|
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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: 0.9819043924
|
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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: 0.9522584579
|
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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: 0.9367199558
|
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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: 0.9938506589
|
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---
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### Details: https://spacy.io/models/ca#ca_core_news_trf
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|
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+
Catalan transformer pipeline (Transformer(name='projecte-aina/roberta-base-ca-v2', piece_encoder='byte-bpe', stride=112, type='roberta', width=768, window=144, vocab_size=50262)). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.
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| Feature | Description |
|
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| --- | --- |
|
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| **Name** | `ca_core_news_trf` |
|
81 |
+
| **Version** | `3.7.2` |
|
82 |
+
| **spaCy** | `>=3.7.0,<3.8.0` |
|
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| **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
|
84 |
| **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
|
85 |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
|
|
|
109 |
| `TOKEN_P` | 99.78 |
|
110 |
| `TOKEN_R` | 99.79 |
|
111 |
| `TOKEN_F` | 99.79 |
|
112 |
+
| `POS_ACC` | 99.19 |
|
113 |
+
| `MORPH_ACC` | 99.01 |
|
114 |
+
| `MORPH_MICRO_P` | 99.74 |
|
115 |
+
| `MORPH_MICRO_R` | 99.49 |
|
116 |
+
| `MORPH_MICRO_F` | 99.62 |
|
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+
| `SENTS_P` | 99.47 |
|
118 |
+
| `SENTS_R` | 99.30 |
|
119 |
+
| `SENTS_F` | 99.39 |
|
120 |
+
| `DEP_UAS` | 95.23 |
|
121 |
+
| `DEP_LAS` | 93.67 |
|
122 |
+
| `TAG_ACC` | 99.19 |
|
123 |
+
| `LEMMA_ACC` | 98.19 |
|
124 |
+
| `ENTS_P` | 92.26 |
|
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+
| `ENTS_R` | 91.39 |
|
126 |
+
| `ENTS_F` | 91.83 |
|
accuracy.json
CHANGED
@@ -3,11 +3,11 @@
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@@ -15,69 +15,69 @@
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@@ -86,165 +86,165 @@
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@@ -252,14 +252,14 @@
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|
ca_core_news_trf-any-py3-none-any.whl
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:4bbc29626e73283096a70097b307e9c898878c6b005648f0bfa89b736345c672
|
3 |
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size 457100783
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config.cfg
CHANGED
@@ -17,6 +17,7 @@ after_creation = null
|
|
17 |
after_pipeline_creation = null
|
18 |
batch_size = 64
|
19 |
tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
|
|
|
20 |
|
21 |
[components]
|
22 |
|
@@ -45,10 +46,11 @@ nO = null
|
|
45 |
normalize = false
|
46 |
|
47 |
[components.morphologizer.model.tok2vec]
|
48 |
-
@architectures = "spacy-transformers.
|
49 |
-
|
50 |
upstream = "transformer"
|
51 |
pooling = {"@layers":"reduce_mean.v1"}
|
|
|
52 |
|
53 |
[components.ner]
|
54 |
factory = "ner"
|
@@ -67,10 +69,11 @@ use_upper = false
|
|
67 |
nO = null
|
68 |
|
69 |
[components.ner.model.tok2vec]
|
70 |
-
@architectures = "spacy-transformers.
|
71 |
-
|
72 |
upstream = "transformer"
|
73 |
pooling = {"@layers":"reduce_mean.v1"}
|
|
|
74 |
|
75 |
[components.parser]
|
76 |
factory = "parser"
|
@@ -90,32 +93,44 @@ use_upper = false
|
|
90 |
nO = null
|
91 |
|
92 |
[components.parser.model.tok2vec]
|
93 |
-
@architectures = "spacy-transformers.
|
94 |
-
|
95 |
upstream = "transformer"
|
96 |
pooling = {"@layers":"reduce_mean.v1"}
|
|
|
97 |
|
98 |
[components.transformer]
|
99 |
-
factory = "
|
100 |
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|
101 |
-
|
102 |
|
103 |
[components.transformer.model]
|
104 |
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|
105 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
106 |
mixed_precision = false
|
107 |
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|
108 |
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[components.transformer.model.get_spans]
|
109 |
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@span_getters = "spacy-transformers.strided_spans.v1"
|
110 |
-
window = 128
|
111 |
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stride = 96
|
112 |
|
113 |
[components.transformer.model.grad_scaler_config]
|
114 |
|
115 |
-
[components.transformer.model.
|
116 |
-
|
117 |
-
|
118 |
-
|
|
|
119 |
|
120 |
[corpora]
|
121 |
|
@@ -152,11 +167,11 @@ annotating_components = []
|
|
152 |
before_update = null
|
153 |
|
154 |
[training.batcher]
|
155 |
-
@batchers = "spacy.
|
156 |
-
discard_oversize =
|
157 |
-
get_length = null
|
158 |
size = 2000
|
159 |
-
|
|
|
160 |
|
161 |
[training.logger]
|
162 |
@loggers = "spacy.ConsoleLogger.v1"
|
@@ -227,6 +242,18 @@ require = false
|
|
227 |
path = "corpus/labels/parser.json"
|
228 |
require = false
|
229 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
230 |
[initialize.lookups]
|
231 |
@misc = "spacy.LookupsDataLoader.v1"
|
232 |
lang = ${nlp.lang}
|
|
|
17 |
after_pipeline_creation = null
|
18 |
batch_size = 64
|
19 |
tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
|
20 |
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vectors = {"@vectors":"spacy.Vectors.v1"}
|
21 |
|
22 |
[components]
|
23 |
|
|
|
46 |
normalize = false
|
47 |
|
48 |
[components.morphologizer.model.tok2vec]
|
49 |
+
@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
|
50 |
+
width = ${components.transformer.model.hidden_width}
|
51 |
upstream = "transformer"
|
52 |
pooling = {"@layers":"reduce_mean.v1"}
|
53 |
+
grad_factor = 1.0
|
54 |
|
55 |
[components.ner]
|
56 |
factory = "ner"
|
|
|
69 |
nO = null
|
70 |
|
71 |
[components.ner.model.tok2vec]
|
72 |
+
@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
|
73 |
+
width = ${components.transformer.model.hidden_width}
|
74 |
upstream = "transformer"
|
75 |
pooling = {"@layers":"reduce_mean.v1"}
|
76 |
+
grad_factor = 1.0
|
77 |
|
78 |
[components.parser]
|
79 |
factory = "parser"
|
|
|
93 |
nO = null
|
94 |
|
95 |
[components.parser.model.tok2vec]
|
96 |
+
@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
|
97 |
+
width = ${components.transformer.model.hidden_width}
|
98 |
upstream = "transformer"
|
99 |
pooling = {"@layers":"reduce_mean.v1"}
|
100 |
+
grad_factor = 1.0
|
101 |
|
102 |
[components.transformer]
|
103 |
+
factory = "curated_transformer"
|
104 |
+
all_layer_outputs = false
|
105 |
+
frozen = false
|
106 |
|
107 |
[components.transformer.model]
|
108 |
+
@architectures = "spacy-curated-transformers.RobertaTransformer.v1"
|
109 |
+
vocab_size = 50262
|
110 |
+
hidden_width = 768
|
111 |
+
piece_encoder = {"@architectures":"spacy-curated-transformers.ByteBpeEncoder.v1"}
|
112 |
+
attention_probs_dropout_prob = 0.1
|
113 |
+
hidden_act = "gelu"
|
114 |
+
hidden_dropout_prob = 0.1
|
115 |
+
intermediate_width = 3072
|
116 |
+
layer_norm_eps = 0.00001
|
117 |
+
max_position_embeddings = 514
|
118 |
+
model_max_length = 512
|
119 |
+
num_attention_heads = 12
|
120 |
+
num_hidden_layers = 12
|
121 |
+
padding_idx = 1
|
122 |
+
type_vocab_size = 1
|
123 |
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torchscript = false
|
124 |
mixed_precision = false
|
125 |
+
wrapped_listener = null
|
|
|
|
|
|
|
|
|
126 |
|
127 |
[components.transformer.model.grad_scaler_config]
|
128 |
|
129 |
+
[components.transformer.model.with_spans]
|
130 |
+
@architectures = "spacy-curated-transformers.WithStridedSpans.v1"
|
131 |
+
stride = 112
|
132 |
+
window = 144
|
133 |
+
batch_size = 384
|
134 |
|
135 |
[corpora]
|
136 |
|
|
|
167 |
before_update = null
|
168 |
|
169 |
[training.batcher]
|
170 |
+
@batchers = "spacy.batch_by_words.v1"
|
171 |
+
discard_oversize = false
|
|
|
172 |
size = 2000
|
173 |
+
tolerance = 0.2
|
174 |
+
get_length = null
|
175 |
|
176 |
[training.logger]
|
177 |
@loggers = "spacy.ConsoleLogger.v1"
|
|
|
242 |
path = "corpus/labels/parser.json"
|
243 |
require = false
|
244 |
|
245 |
+
[initialize.components.transformer]
|
246 |
+
|
247 |
+
[initialize.components.transformer.encoder_loader]
|
248 |
+
@model_loaders = "spacy-curated-transformers.HFTransformerEncoderLoader.v1"
|
249 |
+
name = "projecte-aina/roberta-base-ca-v2"
|
250 |
+
revision = "main"
|
251 |
+
|
252 |
+
[initialize.components.transformer.piecer_loader]
|
253 |
+
@model_loaders = "spacy-curated-transformers.HFPieceEncoderLoader.v1"
|
254 |
+
name = "projecte-aina/roberta-base-ca-v2"
|
255 |
+
revision = "main"
|
256 |
+
|
257 |
[initialize.lookups]
|
258 |
@misc = "spacy.LookupsDataLoader.v1"
|
259 |
lang = ${nlp.lang}
|
meta.json
CHANGED
@@ -1,14 +1,14 @@
|
|
1 |
{
|
2 |
"lang":"ca",
|
3 |
"name":"core_news_trf",
|
4 |
-
"version":"3.
|
5 |
-
"description":"Catalan transformer pipeline (projecte-aina/roberta-base-ca-v2). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.",
|
6 |
"author":"Explosion",
|
7 |
"email":"contact@explosion.ai",
|
8 |
"url":"https://explosion.ai",
|
9 |
"license":"GNU GPL 3.0",
|
10 |
-
"spacy_version":">=3.
|
11 |
-
"spacy_git_version":"
|
12 |
"vectors":{
|
13 |
"width":0,
|
14 |
"vectors":0,
|
@@ -372,11 +372,11 @@
|
|
372 |
"token_p":0.9978112128,
|
373 |
"token_r":0.9979488063,
|
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"token_f":0.9978800048,
|
375 |
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|
376 |
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"morph_acc":0.
|
377 |
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|
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-
"morph_micro_r":0.
|
379 |
-
"morph_micro_f":0.
|
380 |
"morph_per_feat":{
|
381 |
"Mood":{
|
382 |
"p":0.9982771351,
|
@@ -384,69 +384,69 @@
|
|
384 |
"f":0.9981543005
|
385 |
},
|
386 |
"Number":{
|
387 |
-
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|
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|
389 |
-
"f":0.
|
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|
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"Person":{
|
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-
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|
393 |
"r":0.9973474801,
|
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"f":0.
|
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|
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"Tense":{
|
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-
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|
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|
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|
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|
401 |
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|
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|
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|
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|
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|
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"Gender":{
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|
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|
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|
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|
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|
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|
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|
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|
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"Definite":{
|
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|
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|
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"f":0.
|
420 |
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|
421 |
"PronType":{
|
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|
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|
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|
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|
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"PunctType":{
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|
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|
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"f":0.
|
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|
431 |
"NumForm":{
|
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|
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"r":0.
|
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"f":0.
|
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|
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"Polarity":{
|
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|
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"r":0.
|
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|
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|
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"Case":{
|
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|
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|
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-
"f":0.
|
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|
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|
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|
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"Reflex":{
|
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"p":0.9986052999,
|
@@ -455,165 +455,165 @@
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|
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|
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|
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|
476 |
"Number[psor]":{
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-
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|
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-
"f":
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"Polite":{
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"sents_p":0.
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"case":{
|
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|
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|
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|
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|
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"aux":{
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|
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|
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|
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|
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"root":{
|
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-
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|
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|
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|
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|
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"nummod":{
|
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|
520 |
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|
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"f":0.
|
522 |
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|
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"obj":{
|
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"p":0.
|
525 |
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"r":0.
|
526 |
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"f":0.
|
527 |
},
|
528 |
"det":{
|
529 |
-
"p":0.
|
530 |
-
"r":0.
|
531 |
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"f":0.
|
532 |
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|
533 |
"nmod":{
|
534 |
-
"p":0.
|
535 |
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"r":0.
|
536 |
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"f":0.
|
537 |
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|
538 |
"amod":{
|
539 |
-
"p":0.
|
540 |
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"r":0.
|
541 |
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"f":0.
|
542 |
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|
543 |
"obl":{
|
544 |
-
"p":0.
|
545 |
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"r":0.
|
546 |
-
"f":0.
|
547 |
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|
548 |
"cc":{
|
549 |
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|
550 |
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|
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|
552 |
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|
553 |
"fixed":{
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|
555 |
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|
556 |
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|
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|
558 |
"conj":{
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|
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564 |
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566 |
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|
567 |
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569 |
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|
570 |
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|
571 |
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|
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|
573 |
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|
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|
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|
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|
577 |
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|
578 |
"mark":{
|
579 |
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|
580 |
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|
581 |
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"f":0.
|
582 |
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|
583 |
"cop":{
|
584 |
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|
585 |
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"r":0.
|
586 |
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"f":0.
|
587 |
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|
588 |
"ccomp":{
|
589 |
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"p":0.
|
590 |
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"r":0.
|
591 |
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"f":0.
|
592 |
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|
593 |
"acl":{
|
594 |
-
"p":0.
|
595 |
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"r":0.
|
596 |
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"f":0.
|
597 |
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|
598 |
"expl:pass":{
|
599 |
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"p":0.
|
600 |
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"r":0.
|
601 |
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"f":0.
|
602 |
},
|
603 |
"appos":{
|
604 |
-
"p":0.
|
605 |
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"r":0.
|
606 |
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"f":0.
|
607 |
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|
608 |
"xcomp":{
|
609 |
-
"p":0.
|
610 |
-
"r":0.
|
611 |
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"f":0.
|
612 |
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|
613 |
"iobj":{
|
614 |
-
"p":0.
|
615 |
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"r":0.
|
616 |
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"f":0.
|
617 |
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|
618 |
"dep":{
|
619 |
"p":0.0,
|
@@ -621,14 +621,14 @@
|
|
621 |
"f":0.0
|
622 |
},
|
623 |
"csubj":{
|
624 |
-
"p":0.
|
625 |
-
"r":0.
|
626 |
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"f":0.
|
627 |
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|
628 |
"parataxis":{
|
629 |
-
"p":0.
|
630 |
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|
631 |
-
"f":0.
|
632 |
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|
633 |
"nsubj:pass":{
|
634 |
"p":0.0,
|
@@ -641,34 +641,34 @@
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|
641 |
"f":0.0
|
642 |
}
|
643 |
},
|
644 |
-
"tag_acc":0.
|
645 |
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"lemma_acc":0.
|
646 |
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"ents_p":0.
|
647 |
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"ents_r":0.
|
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"ents_f":0.
|
649 |
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|
650 |
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|
651 |
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|
652 |
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|
653 |
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|
654 |
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|
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"LOC":{
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|
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|
658 |
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|
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|
660 |
"MISC":{
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|
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|
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|
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|
669 |
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|
670 |
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|
671 |
-
"speed":
|
672 |
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|
673 |
"sources":[
|
674 |
{
|
@@ -697,6 +697,6 @@
|
|
697 |
}
|
698 |
],
|
699 |
"requirements":[
|
700 |
-
"spacy-transformers>=
|
701 |
]
|
702 |
}
|
|
|
1 |
{
|
2 |
"lang":"ca",
|
3 |
"name":"core_news_trf",
|
4 |
+
"version":"3.7.2",
|
5 |
+
"description":"Catalan transformer pipeline (Transformer(name='projecte-aina/roberta-base-ca-v2', piece_encoder='byte-bpe', stride=112, type='roberta', width=768, window=144, vocab_size=50262)). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.",
|
6 |
"author":"Explosion",
|
7 |
"email":"contact@explosion.ai",
|
8 |
"url":"https://explosion.ai",
|
9 |
"license":"GNU GPL 3.0",
|
10 |
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"spacy_version":">=3.7.0,<3.8.0",
|
11 |
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"spacy_git_version":"6b4f77441",
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12 |
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|
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