JacksonLark
commited on
Commit
•
111839c
1
Parent(s):
2a7640e
Update README.md
Browse files
README.md
CHANGED
@@ -21,6 +21,7 @@ use oig-sql dataset and support more complex sql parse
|
|
21 |
# How to Use
|
22 |
|
23 |
```python
|
|
|
24 |
from transformers import AutoTokenizer, BartForConditionalGeneration
|
25 |
|
26 |
device = torch.device('cuda:0')
|
@@ -30,7 +31,7 @@ model = BartForConditionalGeneration.from_pretrained("LarkAI/bart_large_nl2sql")
|
|
30 |
|
31 |
text = "question: get people name with age less 25 table: id, name, age"
|
32 |
inputs = tokenizer([text], max_length=1024, return_tensors="pt")
|
33 |
-
output_ids = model.generate(inputs["input_ids"].to(
|
34 |
response_text = tokenizer.batch_decode(output_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
|
35 |
# SELECT name FROM table WHERE age < 25
|
36 |
```
|
|
|
21 |
# How to Use
|
22 |
|
23 |
```python
|
24 |
+
import torch
|
25 |
from transformers import AutoTokenizer, BartForConditionalGeneration
|
26 |
|
27 |
device = torch.device('cuda:0')
|
|
|
31 |
|
32 |
text = "question: get people name with age less 25 table: id, name, age"
|
33 |
inputs = tokenizer([text], max_length=1024, return_tensors="pt")
|
34 |
+
output_ids = model.generate(inputs["input_ids"].to(device), num_beams=self.beams, max_length=128, min_length=8)
|
35 |
response_text = tokenizer.batch_decode(output_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
|
36 |
# SELECT name FROM table WHERE age < 25
|
37 |
```
|