Total runs:
1.9M
Run Growth:
103.0K
Growth Rate:
5.40%
deepset / gelectra-large-generator
Model's Last Updated: September 26 2024
fill-mask
Introduction of gelectra-large-generator
Model Details of gelectra-large-generator
German ELECTRA large generator
Released, Oct 2020, this is the generator component of the German ELECTRA language model trained collaboratively by the makers of the original German BERT (aka "bert-base-german-cased") and the dbmdz BERT (aka bert-base-german-dbmdz-cased). In our paper , we outline the steps taken to train our model.
The generator is useful for performing masking experiments. If you are looking for a regular language model for embedding extraction, or downstream tasks like NER, classification or QA, please use deepset/gelectra-large.
Overview
Paper:
here
Architecture:
ELECTRA large (generator)
Language:
German
Performance
GermEval18 Coarse: 80.70
GermEval18 Fine: 55.16
GermEval14: 88.95
See also:
deepset/gbert-base
deepset/gbert-large
deepset/gelectra-base
deepset/gelectra-large
deepset/gelectra-base-generator
deepset/gelectra-large-generator
Authors
Branden Chan:
branden.chan [at] deepset.ai
Stefan Schweter:
stefan [at] schweter.eu
Timo Möller:
timo.moeller [at] deepset.ai
About us
We bring NLP to the industry via open source!
Our focus: Industry specific language models & large scale QA systems.
Some of our work:
- German BERT (aka "bert-base-german-cased")
- GermanQuAD and GermanDPR datasets and models (aka "gelectra-base-germanquad", "gbert-base-germandpr")
- FARM
- Haystack
Get in touch: Twitter | LinkedIn | Slack | GitHub Discussions | Website
By the way: we're hiring!
Runs of deepset gelectra-large-generator on huggingface.co
13
Total runs
0
24-hour runs
0
3-day runs
-17
7-day runs
-54
30-day runs
More Information About gelectra-large-generator huggingface.co Model
Url of gelectra-large-generator
gelectra-large-generator huggingface.co Url
Provider of gelectra-large-generator huggingface.co
Other API from deepset
Updated: September 24 2024
Total runs:
221.8K
Run Growth:
12.9K
Growth Rate:
5.85%
Total runs:
100.5K
Run Growth:
15.3K
Growth Rate:
15.36%
Total runs:
50.7K
Run Growth:
35.7K
Growth Rate:
71.98%
Total runs:
37.2K
Run Growth:
-1.3M
Growth Rate:
-1931.12%
Total runs:
35.8K
Run Growth:
6.0K
Growth Rate:
17.15%
Total runs:
35.4K
Run Growth:
21.4K
Growth Rate:
62.74%
Total runs:
29.3K
Run Growth:
-73.3K
Growth Rate:
-254.69%
Total runs:
27.6K
Run Growth:
4.2K
Growth Rate:
15.21%
Total runs:
9.7K
Run Growth:
4.2K
Growth Rate:
43.76%
Total runs:
9.1K
Run Growth:
-1.4K
Growth Rate:
-16.10%
Total runs:
5.6K
Run Growth:
2.0K
Growth Rate:
38.14%
Total runs:
5.4K
Run Growth:
-458
Growth Rate:
-8.70%
Total runs:
3.6K
Run Growth:
1.9K
Growth Rate:
52.52%
Total runs:
3.2K
Run Growth:
-2.5K
Growth Rate:
-78.85%
Total runs:
1.9K
Run Growth:
500
Growth Rate:
25.47%
Total runs:
990
Run Growth:
202
Growth Rate:
21.15%
Total runs:
883
Run Growth:
13
Growth Rate:
1.45%
Total runs:
610
Run Growth:
-1.5K
Growth Rate:
-242.22%
Total runs:
431
Run Growth:
394
Growth Rate:
91.84%
Total runs:
418
Run Growth:
-28
Growth Rate:
-6.78%
Total runs:
405
Run Growth:
-1.3K
Growth Rate:
-349.61%
Total runs:
377
Run Growth:
-444
Growth Rate:
-118.09%
Total runs:
350
Run Growth:
-86
Growth Rate:
-26.30%
Total runs:
232
Run Growth:
161
Growth Rate:
69.70%
Total runs:
207
Run Growth:
135
Growth Rate:
68.18%
Total runs:
186
Run Growth:
28
Growth Rate:
15.05%
Total runs:
182
Run Growth:
113
Growth Rate:
63.13%
Total runs:
137
Run Growth:
-207
Growth Rate:
-142.76%
Total runs:
132
Run Growth:
111
Growth Rate:
84.73%
Total runs:
126
Run Growth:
90
Growth Rate:
71.43%
Total runs:
115
Run Growth:
-2
Growth Rate:
-1.79%
Total runs:
96
Run Growth:
-136
Growth Rate:
-158.14%
Total runs:
63
Run Growth:
37
Growth Rate:
58.73%
Total runs:
60
Run Growth:
-86
Growth Rate:
-148.28%
Total runs:
55
Run Growth:
22
Growth Rate:
40.74%
Total runs:
51
Run Growth:
34
Growth Rate:
70.83%
Total runs:
28
Run Growth:
10
Growth Rate:
34.48%
Total runs:
21
Run Growth:
-100
Growth Rate:
-476.19%
Total runs:
21
Run Growth:
-17
Growth Rate:
-80.95%
Total runs:
20
Run Growth:
6
Growth Rate:
31.58%
Total runs:
20
Run Growth:
-40
Growth Rate:
-200.00%
Total runs:
18
Run Growth:
-12
Growth Rate:
-70.59%
Total runs:
6
Run Growth:
-188
Growth Rate:
-3760.00%