Instructions to use Zlovoblachko/en_L1_FullGen_spanbert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- spaCy
How to use Zlovoblachko/en_L1_FullGen_spanbert with spaCy:
!pip install https://huggingface.co/Zlovoblachko/en_L1_FullGen_spanbert/resolve/main/en_L1_FullGen_spanbert-any-py3-none-any.whl # Using spacy.load(). import spacy nlp = spacy.load("en_L1_FullGen_spanbert") # Importing as module. import en_L1_FullGen_spanbert nlp = en_L1_FullGen_spanbert.load() - Notebooks
- Google Colab
- Kaggle
Update spaCy pipeline
Browse files- README.md +7 -7
- config.cfg +1 -1
- en_L1_Fullgen_spanbert-any-py3-none-any.whl +3 -0
- meta.json +6 -6
- spancat/model +1 -1
- transformer/model +2 -2
README.md
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language:
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- en
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model-index:
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- name:
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results: []
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---
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| Feature | Description |
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| --- | --- |
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| **Name** | `
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| **Version** | `0.0.0` |
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| **spaCy** | `>=3.4.4,<3.5.0` |
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| **Default Pipeline** | `transformer`, `spancat` |
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| Type | Score |
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| --- | --- |
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| `SPANS_SC_F` | 84.
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| `SPANS_SC_P` | 88.
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| `SPANS_SC_R` |
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| `TRANSFORMER_LOSS` |
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| `SPANCAT_LOSS` |
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language:
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- en
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model-index:
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- name: en_L1_Fullgen_spanbert
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results: []
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---
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| Feature | Description |
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| --- | --- |
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| **Name** | `en_L1_Fullgen_spanbert` |
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| **Version** | `0.0.0` |
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| **spaCy** | `>=3.4.4,<3.5.0` |
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| **Default Pipeline** | `transformer`, `spancat` |
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| Type | Score |
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| --- | --- |
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| `SPANS_SC_F` | 84.03 |
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| `SPANS_SC_P` | 88.05 |
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| `SPANS_SC_R` | 80.36 |
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| `TRANSFORMER_LOSS` | 22819.60 |
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| `SPANCAT_LOSS` | 118350.29 |
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config.cfg
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[components.transformer.model]
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@architectures = "spacy-transformers.TransformerModel.v3"
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name = "
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mixed_precision = false
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[components.transformer.model.get_spans]
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[components.transformer.model]
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@architectures = "spacy-transformers.TransformerModel.v3"
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name = "SpanBERT/spanbert-large-cased"
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mixed_precision = false
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[components.transformer.model.get_spans]
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en_L1_Fullgen_spanbert-any-py3-none-any.whl
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version https://git-lfs.github.com/spec/v1
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oid sha256:c784f2641b7720b0a95eda7abf3cede1b1ab42324e905f17e9cbff6932be0f34
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size 1223879090
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meta.json
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{
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"lang":"en",
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"name":"
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"version":"0.0.0",
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"author":"",
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],
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"performance":{
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"spans_sc_f":0.
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"spans_sc_p":0.
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"spans_sc_r":0.
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"transformer_loss":
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"spancat_loss":
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},
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"requirements":[
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"spacy-transformers>=1.2.1,<1.3.0"
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{
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"lang":"en",
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"name":"L1_Fullgen_spanbert",
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"version":"0.0.0",
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"description":"",
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"author":"",
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],
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"performance":{
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"spans_sc_f":0.8402738803,
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"spans_sc_p":0.8804987062,
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"spans_sc_r":0.8035637613,
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"transformer_loss":228.1960166642,
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"spancat_loss":1183.5028859772
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},
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"requirements":[
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"spacy-transformers>=1.2.1,<1.3.0"
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spancat/model
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transformer/model
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