Update spaCy pipeline
Browse files- .gitattributes +1 -0
- README.md +56 -3
- meta.json +8 -6
- ner/model +3 -0
- ru_patents_ner-any-py3-none-any.whl +3 -0
- transformer/model +3 -0
- vocab/key2row +3 -0
- vocab/lookups.bin +3 -0
- vocab/strings.json +3 -0
- vocab/vectors +3 -0
.gitattributes
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@@ -38,3 +38,4 @@ transformer/model filter=lfs diff=lfs merge=lfs -text
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vocab/key2row filter=lfs diff=lfs merge=lfs -text
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vocab/strings.json filter=lfs diff=lfs merge=lfs -text
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vocab/vectors filter=lfs diff=lfs merge=lfs -text
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vocab/key2row filter=lfs diff=lfs merge=lfs -text
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vocab/strings.json filter=lfs diff=lfs merge=lfs -text
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vocab/vectors filter=lfs diff=lfs merge=lfs -text
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ru_patents_ner-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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---
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tags:
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- spacy
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- token-classification
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language:
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- ru
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model-index:
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- name: ru_patents_ner
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results:
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- task:
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name: NER
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type: token-classification
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metrics:
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- name: NER Precision
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type: precision
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value: 0.61849542
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- name: NER Recall
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type: recall
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value: 0.5961863611
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- name: NER F Score
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type: f_score
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value: 0.6071360245
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---
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| Feature | Description |
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| --- | --- |
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| **Name** | `ru_patents_ner` |
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| **Version** | `1.0.0` |
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| **spaCy** | `>=3.8.4,<3.9.0` |
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| **Default Pipeline** | `transformer`, `ner` |
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| **Components** | `transformer`, `ner` |
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| **Vectors** | 500002 keys, 500002 unique vectors (300 dimensions) |
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| **Sources** | n/a |
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| **License** | n/a |
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| **Author** | [n/a]() |
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### Label Scheme
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<details>
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<summary>View label scheme (3 labels for 1 components)</summary>
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| Component | Labels |
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| --- | --- |
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| **`ner`** | `ATTRIBUTE`, `COMPONENT`, `SYSTEM` |
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</details>
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### Accuracy
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| Type | Score |
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| --- | --- |
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| `ENTS_F` | 60.71 |
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| `ENTS_P` | 61.85 |
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| `ENTS_R` | 59.62 |
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| `TRANSFORMER_LOSS` | 21357700.30 |
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| `NER_LOSS` | 883914.55 |
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meta.json
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{
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"lang":"ru",
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"name":"
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"version":"
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"spacy_version":">=3.8.4,<3.9.0",
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"description":"",
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"author":"",
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"email":"",
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"url":"",
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"license":"",
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"spacy_git_version":"85cc763",
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"vectors":{
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"width":300,
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"vectors":500002,
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"keys":500002,
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"name":"ru_vectors"
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"mode":"default"
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},
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"labels":{
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"transformer":[
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},
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"transformer_loss":213577.0030247931,
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"ner_loss":8839.1455078125
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}
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}
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{
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"lang":"ru",
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"name":"patents_ner",
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"version":"1.0.0",
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"description":"",
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"author":"",
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"email":"",
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"url":"",
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"license":"",
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"spacy_version":">=3.8.4,<3.9.0",
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"spacy_git_version":"85cc763",
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"vectors":{
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"width":300,
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"vectors":500002,
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"keys":500002,
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"name":"ru_vectors"
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},
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"labels":{
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"transformer":[
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},
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"transformer_loss":213577.0030247931,
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"ner_loss":8839.1455078125
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},
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"requirements":[
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"spacy-transformers>=1.3.8,<1.4.0"
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]
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}
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ner/model
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version https://git-lfs.github.com/spec/v1
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oid sha256:5da257b2d82f31304f6c22db4498523c379293b02170d815f86e06716f641632
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size 285226
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ru_patents_ner-any-py3-none-any.whl
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version https://git-lfs.github.com/spec/v1
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size 1822022001
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transformer/model
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version https://git-lfs.github.com/spec/v1
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oid sha256:c4949f5d3d8e08a828297066f3c69d91a090b7584e37c93a67cc83649e9c1ed1
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size 1430062590
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vocab/key2row
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version https://git-lfs.github.com/spec/v1
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oid sha256:37e3e9351ef2532166d0e14fe44d135e98ab9e3eac5ed66cae2463bd5f31be05
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size 6868499
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vocab/lookups.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:76be8b528d0075f7aae98d6fa57a6d3c83ae480a8469e668d7b0af968995ac71
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size 1
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vocab/strings.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:48b62483d2ae9ba9e53ee3819ce1ad644df11b4c3a89256e9a1ccca552435c16
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size 49634993
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vocab/vectors
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version https://git-lfs.github.com/spec/v1
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oid sha256:973b566fcf2b62aaddd596341394e5578eed9dbd1155407c035bb12b033580ac
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size 600002528
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