Instructions to use nkoh01/MSRoberta with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nkoh01/MSRoberta with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="nkoh01/MSRoberta")# Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("nkoh01/MSRoberta") model = AutoModelForMaskedLM.from_pretrained("nkoh01/MSRoberta") - Notebooks
- Google Colab
- Kaggle
namhkoh commited on
Commit ·
0e8edb6
1
Parent(s): b4ef578
Update README.md
Browse files
README.md
CHANGED
|
@@ -23,27 +23,7 @@ You can use this model directly with a pipeline for masked language modeling:
|
|
| 23 |
|
| 24 |
|
| 25 |
```python
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
[{'sequence': "<s>Hello I'm a male model.</s>",
|
| 30 |
-
'score': 0.3306540250778198,
|
| 31 |
-
'token': 2943,
|
| 32 |
-
'token_str': 'Ġmale'},
|
| 33 |
-
{'sequence': "<s>Hello I'm a female model.</s>",
|
| 34 |
-
'score': 0.04655390977859497,
|
| 35 |
-
'token': 2182,
|
| 36 |
-
'token_str': 'Ġfemale'},
|
| 37 |
-
{'sequence': "<s>Hello I'm a professional model.</s>",
|
| 38 |
-
'score': 0.04232972860336304,
|
| 39 |
-
'token': 2038,
|
| 40 |
-
'token_str': 'Ġprofessional'},
|
| 41 |
-
{'sequence': "<s>Hello I'm a fashion model.</s>",
|
| 42 |
-
'score': 0.037216778844594955,
|
| 43 |
-
'token': 2734,
|
| 44 |
-
'token_str': 'Ġfashion'},
|
| 45 |
-
{'sequence': "<s>Hello I'm a Russian model.</s>",
|
| 46 |
-
'score': 0.03253649175167084,
|
| 47 |
-
'token': 1083,
|
| 48 |
-
'token_str': 'ĠRussian'}]
|
| 49 |
```
|
|
|
|
| 23 |
|
| 24 |
|
| 25 |
```python
|
| 26 |
+
from transformers import pipeline
|
| 27 |
+
unmasker = pipeline('fill-mask', model='MSRoberta')
|
| 28 |
+
unmasker("Hello, it is a <mask> to meet you.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 29 |
```
|