Spaces:
Sleeping
Sleeping
arreglo8
Browse files
app.py
CHANGED
|
@@ -3,17 +3,13 @@ from fastai.text.all import *
|
|
| 3 |
from huggingface_hub import from_pretrained_fastai
|
| 4 |
|
| 5 |
repo_id = "almangad/entregable3"
|
| 6 |
-
|
| 7 |
learner = from_pretrained_fastai(repo_id)
|
| 8 |
-
|
| 9 |
-
labels = list(learner.dls.vocab)
|
| 10 |
|
| 11 |
def predict_text(texto):
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
return {labels[i]: float(probs[i]) for i in range(len(labels))}
|
| 17 |
demo = gr.Interface(
|
| 18 |
fn=predict_text,
|
| 19 |
inputs=gr.Textbox(lines=3, placeholder="Text here..."),
|
|
@@ -24,5 +20,4 @@ demo = gr.Interface(
|
|
| 24 |
],
|
| 25 |
cache_examples=False
|
| 26 |
)
|
| 27 |
-
|
| 28 |
demo.launch()
|
|
|
|
| 3 |
from huggingface_hub import from_pretrained_fastai
|
| 4 |
|
| 5 |
repo_id = "almangad/entregable3"
|
|
|
|
| 6 |
learner = from_pretrained_fastai(repo_id)
|
| 7 |
+
labels = learner.dls.vocab
|
|
|
|
| 8 |
|
| 9 |
def predict_text(texto):
|
| 10 |
+
pred_class, pred_idx, probs = learner.predict(texto)
|
| 11 |
+
return {str(learner.dls.vocab[i]): float(probs[i]) for i in range(len(probs))}
|
| 12 |
+
|
|
|
|
|
|
|
| 13 |
demo = gr.Interface(
|
| 14 |
fn=predict_text,
|
| 15 |
inputs=gr.Textbox(lines=3, placeholder="Text here..."),
|
|
|
|
| 20 |
],
|
| 21 |
cache_examples=False
|
| 22 |
)
|
|
|
|
| 23 |
demo.launch()
|