julien-c HF staff commited on
Commit
c5fa5b2
1 Parent(s): 4d69b04

Migrate model card from transformers-repo

Browse files

Read announcement at https://discuss.huggingface.co/t/announcement-all-model-cards-will-be-migrated-to-hf-co-model-repos/2755
Original file history: https://github.com/huggingface/transformers/commits/master/model_cards/Geotrend/bert-base-en-bg-cased/README.md

Files changed (1) hide show
  1. README.md +47 -0
README.md ADDED
@@ -0,0 +1,47 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: multilingual
3
+
4
+ datasets: wikipedia
5
+
6
+ license: apache-2.0
7
+
8
+ widget:
9
+ - text: "Google generated 46 billion [MASK] in revenue."
10
+ - text: "Paris is the capital of [MASK]."
11
+ - text: "Algiers is the largest city in [MASK]."
12
+ ---
13
+
14
+ # bert-base-en-bg-cased
15
+
16
+ We are sharing smaller versions of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) that handle a custom number of languages.
17
+
18
+ Unlike [distilbert-base-multilingual-cased](https://huggingface.co/distilbert-base-multilingual-cased), our versions give exactly the same representations produced by the original model which preserves the original accuracy.
19
+
20
+ For more information please visit our paper: [Load What You Need: Smaller Versions of Multilingual BERT](https://www.aclweb.org/anthology/2020.sustainlp-1.16.pdf).
21
+
22
+ ## How to use
23
+
24
+ ```python
25
+ from transformers import AutoTokenizer, AutoModel
26
+
27
+ tokenizer = AutoTokenizer.from_pretrained("Geotrend/bert-base-en-bg-cased")
28
+ model = AutoModel.from_pretrained("Geotrend/bert-base-en-bg-cased")
29
+
30
+ ```
31
+
32
+ To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
33
+
34
+ ### How to cite
35
+
36
+ ```bibtex
37
+ @inproceedings{smallermbert,
38
+ title={Load What You Need: Smaller Versions of Mutlilingual BERT},
39
+ author={Abdaoui, Amine and Pradel, Camille and Sigel, Grégoire},
40
+ booktitle={SustaiNLP / EMNLP},
41
+ year={2020}
42
+ }
43
+ ```
44
+
45
+ ## Contact
46
+
47
+ Please contact [email protected] for any question, feedback or request.