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hu_vectors_web_lg
huspacy/hu_vectors_web_lg
hu_vectors_web_lg is a token classification model from huspacy. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as cc-by-sa-4.0.
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Public
Updated Apr 22, 2022
Repo size
7.9 GB
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1
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-sa-4.0
- Access
- Public
- Created
- Apr 22, 2022
- Updated
- Apr 22, 2022
- SHA
- ea7e7028
Model card
From the Hugging Face model README
Hungarian word vectors for HuSpaCy.
The model is trained on the Hungarian Webcorpus 2.0 using floret with the following hyperparameters: floret cbow -dim 300 -mode floret -bucket 200000 -minn 4 -maxn 6 -minCount 100 -neg 10 -hashCount 2 -lr 0.01 -thread 70 -epoch 40
Vectors are published in fasttext and floret format.
| Feature | Description |
|---|---|
| Name | hu_vectors_web_lg |
| Version | 1.0 |
| Vectors | 200000 keys (300 dimensions) |
| Sources | Hungarian Webcorpus 2.0 (Dávid Márk Nemeskey (SZTAKI-HLT)) |
| License | cc-by-sa-4.0 |
| Author | SzegedAI, MILAB |
Accuracy
| Type | Score |
|---|---|
ACC | 10.94 |
MRR | 0.2107 |
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-sa-4.0
- Languages
- hu
- Created
- Apr 22, 2022
- Updated
- Apr 22, 2022