Instructions to use relbert/relbert-bert-base-nce-semeval2012 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use relbert/relbert-bert-base-nce-semeval2012 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="relbert/relbert-bert-base-nce-semeval2012")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("relbert/relbert-bert-base-nce-semeval2012") model = AutoModel.from_pretrained("relbert/relbert-bert-base-nce-semeval2012", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download analogy.bidirection.json from relbert/relbert-bert-base-nce-semeval2012: direct link, hf CLI and curl.
- Browser
- Download file 846 Bytes
-
https://huggingface.co/relbert/relbert-bert-base-nce-semeval2012/resolve/main/analogy.bidirection.json
- Command line
-
hf download hf://relbert/relbert-bert-base-nce-semeval2012/analogy.bidirection.json
-
curl -L -o analogy.bidirection.json https://huggingface.co/relbert/relbert-bert-base-nce-semeval2012/resolve/main/analogy.bidirection.json
846 Bytes
| {"scan/test": 0.28217821782178215, "sat_full/test": 0.49732620320855614, "sat/test": 0.49258160237388726, "u2/test": 0.4166666666666667, "u4/test": 0.4305555555555556, "google/test": 0.718, "bats/test": 0.5541967759866593, "t_rex_relational_similarity/test": 0.5409836065573771, "conceptnet_relational_similarity/test": 0.276006711409396, "nell_relational_similarity/test": 0.6366666666666667, "scan/validation": 0.2752808988764045, "sat/validation": 0.5405405405405406, "u2/validation": 0.4166666666666667, "u4/validation": 0.4375, "google/validation": 0.86, "bats/validation": 0.5829145728643216, "semeval2012_relational_similarity/validation": 0.6835443037974683, "t_rex_relational_similarity/validation": 0.22580645161290322, "conceptnet_relational_similarity/validation": 0.24550359712230216, "nell_relational_similarity/validation": 0.6375} |