Spaces:
Runtime error
Runtime error
Commit
·
dacbfe7
1
Parent(s):
e4ffe37
Update app.py
Browse files
app.py
CHANGED
|
@@ -10,12 +10,11 @@ from nltk.tokenize import word_tokenize
|
|
| 10 |
import os
|
| 11 |
import pdfkit
|
| 12 |
import yake
|
| 13 |
-
from transformers import AutoTokenizer, AutoModelForPreTraining, AutoModel, AutoConfig
|
| 14 |
from summarizer import Summarizer,TransformerSummarizer
|
| 15 |
from transformers import pipelines
|
| 16 |
-
nltk.download('punkt')
|
| 17 |
-
|
| 18 |
|
|
|
|
| 19 |
model_name = 'nlpaueb/legal-bert-base-uncased'
|
| 20 |
|
| 21 |
|
|
@@ -25,13 +24,12 @@ model = AutoModelForPreTraining.from_pretrained(model_name)
|
|
| 25 |
bert_legal_model = Summarizer(custom_model=model, custom_tokenizer=tokenizer)
|
| 26 |
|
| 27 |
|
| 28 |
-
def get_response(input_text):
|
| 29 |
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
iface = gr.Interface(
|
| 36 |
get_response,
|
| 37 |
"text",
|
|
|
|
| 10 |
import os
|
| 11 |
import pdfkit
|
| 12 |
import yake
|
|
|
|
| 13 |
from summarizer import Summarizer,TransformerSummarizer
|
| 14 |
from transformers import pipelines
|
| 15 |
+
#nltk.download('punkt')
|
|
|
|
| 16 |
|
| 17 |
+
from transformers import AutoTokenizer, AutoModelForPreTraining
|
| 18 |
model_name = 'nlpaueb/legal-bert-base-uncased'
|
| 19 |
|
| 20 |
|
|
|
|
| 24 |
bert_legal_model = Summarizer(custom_model=model, custom_tokenizer=tokenizer)
|
| 25 |
|
| 26 |
|
|
|
|
| 27 |
|
| 28 |
+
def get_response(input_text):
|
| 29 |
+
output_text= bert_legal_model(input_text, min_length = 8, ratio = 0.05)
|
| 30 |
+
return output_text
|
| 31 |
+
|
| 32 |
+
|
| 33 |
iface = gr.Interface(
|
| 34 |
get_response,
|
| 35 |
"text",
|