Migrate model card from transformers-repo
Browse filesRead 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/clue/roberta_chinese_base/README.md
README.md
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
language: zh
|
3 |
+
---
|
4 |
+
|
5 |
+
## roberta_chinese_base
|
6 |
+
|
7 |
+
### Overview
|
8 |
+
|
9 |
+
**Language model:** roberta-base
|
10 |
+
**Model size:** 392M
|
11 |
+
**Language:** Chinese
|
12 |
+
**Training data:** [CLUECorpusSmall](https://github.com/CLUEbenchmark/CLUECorpus2020)
|
13 |
+
**Eval data:** [CLUE dataset](https://github.com/CLUEbenchmark/CLUE)
|
14 |
+
|
15 |
+
### Results
|
16 |
+
|
17 |
+
For results on downstream tasks like text classification, please refer to [this repository](https://github.com/CLUEbenchmark/CLUE).
|
18 |
+
|
19 |
+
### Usage
|
20 |
+
|
21 |
+
**NOTE:** You have to call **BertTokenizer** instead of RobertaTokenizer !!!
|
22 |
+
|
23 |
+
```
|
24 |
+
import torch
|
25 |
+
from transformers import BertTokenizer, BertModel
|
26 |
+
tokenizer = BertTokenizer.from_pretrained("clue/roberta_chinese_base")
|
27 |
+
roberta = BertModel.from_pretrained("clue/roberta_chinese_base")
|
28 |
+
```
|
29 |
+
|
30 |
+
### About CLUE benchmark
|
31 |
+
|
32 |
+
Organization of Language Understanding Evaluation benchmark for Chinese: tasks & datasets, baselines, pre-trained Chinese models, corpus and leaderboard.
|
33 |
+
|
34 |
+
Github: https://github.com/CLUEbenchmark
|
35 |
+
Website: https://www.cluebenchmarks.com/
|