Instructions to use huspacy/hu_vectors_web_md with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- spaCy
How to use huspacy/hu_vectors_web_md with spaCy:
!pip install https://huggingface.co/huspacy/hu_vectors_web_md/resolve/main/hu_vectors_web_md-any-py3-none-any.whl # Using spacy.load(). import spacy nlp = spacy.load("hu_vectors_web_md") # Importing as module. import hu_vectors_web_md nlp = hu_vectors_web_md.load() - fastText
How to use huspacy/hu_vectors_web_md with fastText:
from huggingface_hub import hf_hub_download import fasttext model = fasttext.load_model(hf_hub_download("huspacy/hu_vectors_web_md", "model.bin")) - Notebooks
- Google Colab
- Kaggle
a100 commited on
Commit ·
661399b
1
Parent(s): eb558b7
feat: added vectors w/ description
Browse files- .gitattributes +4 -4
- README.md +44 -0
- floret/floret_vectors.bin +3 -0
- floret/floret_vectors.floret +3 -0
- floret/floret_vectors.vec +3 -0
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README.md
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---
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license: cc-by-sa-4.0
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---
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---
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tags:
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- spacy
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- floret
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- fasttext
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- feature-extraction
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- token-classification
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language:
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- hu
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license: cc-by-sa-4.0
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model-index:
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- name: hu_vectors_web_md
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results:
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- task:
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name: Analogical questions
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type: token-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.1094
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- name: MRR
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type: mrr
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value: 0.2107
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---
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Hungarian word vectors for HuSpaCy.
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The model is trained on the Hungarian Webcorpus 2.0 using floret with the following hyperparameters: `floret cbow -dim 100 -mode floret -bucket 200000 -minn 4 -maxn 6 -minCount 100 -neg 10 -hashCount 2 -lr 0.1 -thread 30 -epoch 5`
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Vectors are published in fasttext and floret format.
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| Feature | Description |
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| --- | --- |
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| **Name** | `hu_vectors_web_lg` |
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| **Version** | `1.0` |
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| **Vectors** | 200000 keys (300 dimensions) |
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| **Sources** | [Hungarian Webcorpus 2.0](https://hlt.bme.hu/en/resources/webcorpus2) (Dávid Márk Nemeskey (SZTAKI-HLT)) |
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| **License** | `cc-by-sa-4.0` |
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| **Author** | [SzegedAI, MILAB](https://github.com/huspacy/huspacy) |
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### Accuracy
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| Type | Score |
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| --- | --- |
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| `ACC` | 10.10 |
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| `MRR` | 0.1772 |
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floret/floret_vectors.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c4db158aaf6311ececb55120a6db6715bff747d2763602859104030252ccb6fa
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size 1308880517
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floret/floret_vectors.floret
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floret/floret_vectors.vec
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