diversifix
commited on
Commit
•
aaf38ac
1
Parent(s):
99bfb23
Update README.md
Browse files
README.md
CHANGED
@@ -4,7 +4,7 @@ language:
|
|
4 |
license: gpl
|
5 |
---
|
6 |
|
7 |
-
# Diversiformer
|
8 |
|
9 |
_Work in progress._
|
10 |
|
@@ -31,31 +31,11 @@ Source code for fine-tuning is available [on GitHub](https://github.com/diversif
|
|
31 |
## Usage
|
32 |
|
33 |
```python
|
34 |
-
from transformers import
|
35 |
-
|
36 |
-
|
37 |
-
model = TFT5ForConditionalGeneration.from_pretrained("diversifix/diversiformer")
|
38 |
-
|
39 |
-
def generate(prompt, tokenizer, model):
|
40 |
-
tokenized_text = tokenizer.encode(prompt, return_tensors="tf")
|
41 |
-
ids = model.generate(tokenized_text, max_length=500)
|
42 |
-
output = tokenizer.decode(ids[0], skip_special_tokens=True)
|
43 |
-
return output
|
44 |
-
|
45 |
-
prompts = [
|
46 |
-
'Ersetze "Schüler" durch "Schülerin oder Schüler": Die Schüler kamen zu spät.',
|
47 |
-
'Ersetze "Lehrer" durch "Kollegium": Die wartenden Lehrer wunderten sich.',
|
48 |
-
]
|
49 |
-
|
50 |
-
for prompt in prompts:
|
51 |
-
output = generate(prompt, tokenizer, model)
|
52 |
-
print(f"{prompt}\n{output}\n\n")
|
53 |
```
|
54 |
|
55 |
-
## Dev ideas
|
56 |
-
|
57 |
-
- Use classifier to filter out training data of low quality? (~adversarial approach)
|
58 |
-
|
59 |
## License
|
60 |
|
61 |
Diversiformer. Transformer model for inclusive language.
|
|
|
4 |
license: gpl
|
5 |
---
|
6 |
|
7 |
+
# Diversiformer 🤗 🏳️🌈 🇩🇪
|
8 |
|
9 |
_Work in progress._
|
10 |
|
|
|
31 |
## Usage
|
32 |
|
33 |
```python
|
34 |
+
>>> from transformers import pipeline
|
35 |
+
>>> generator = pipeline("text2text-generation", model="diversifix/diversiformer")
|
36 |
+
>>> generator('Ersetze "Schüler" durch "Schülerin oder Schüler": Die Schüler kamen zu spät.', max_length=500)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
37 |
```
|
38 |
|
|
|
|
|
|
|
|
|
39 |
## License
|
40 |
|
41 |
Diversiformer. Transformer model for inclusive language.
|