Update app.py
Browse files
app.py
CHANGED
|
@@ -2,6 +2,7 @@ import gradio as gr
|
|
| 2 |
import torch
|
| 3 |
import os
|
| 4 |
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
|
|
|
|
| 5 |
|
| 6 |
# Load Hugging Face token from the environment variable
|
| 7 |
HF_TOKEN = os.getenv("HF_TOKEN")
|
|
@@ -10,7 +11,8 @@ if HF_TOKEN is None:
|
|
| 10 |
|
| 11 |
# Check for GPU support and configure appropriately
|
| 12 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
| 13 |
-
|
|
|
|
| 14 |
|
| 15 |
# Model configurations
|
| 16 |
MSA_TO_SYRIAN_MODEL = "Omartificial-Intelligence-Space/Shami-MT"
|
|
@@ -27,6 +29,7 @@ syrian_to_msa_model = AutoModelForSeq2SeqLM.from_pretrained(SYRIAN_TO_MSA_MODEL)
|
|
| 27 |
|
| 28 |
print("Models loaded successfully!")
|
| 29 |
|
|
|
|
| 30 |
def translate_msa_to_syrian(text):
|
| 31 |
"""Translate from Modern Standard Arabic to Syrian dialect"""
|
| 32 |
if not text.strip():
|
|
@@ -40,6 +43,7 @@ def translate_msa_to_syrian(text):
|
|
| 40 |
except Exception as e:
|
| 41 |
return f"Translation error: {str(e)}"
|
| 42 |
|
|
|
|
| 43 |
def translate_syrian_to_msa(text):
|
| 44 |
"""Translate from Syrian dialect to Modern Standard Arabic"""
|
| 45 |
if not text.strip():
|
|
|
|
| 2 |
import torch
|
| 3 |
import os
|
| 4 |
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
|
| 5 |
+
import spaces
|
| 6 |
|
| 7 |
# Load Hugging Face token from the environment variable
|
| 8 |
HF_TOKEN = os.getenv("HF_TOKEN")
|
|
|
|
| 11 |
|
| 12 |
# Check for GPU support and configure appropriately
|
| 13 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
| 14 |
+
zero = torch.Tensor([0]).to(device)
|
| 15 |
+
print(f"Device being used: {zero.device}")
|
| 16 |
|
| 17 |
# Model configurations
|
| 18 |
MSA_TO_SYRIAN_MODEL = "Omartificial-Intelligence-Space/Shami-MT"
|
|
|
|
| 29 |
|
| 30 |
print("Models loaded successfully!")
|
| 31 |
|
| 32 |
+
@spaces.GPU(duration=120)
|
| 33 |
def translate_msa_to_syrian(text):
|
| 34 |
"""Translate from Modern Standard Arabic to Syrian dialect"""
|
| 35 |
if not text.strip():
|
|
|
|
| 43 |
except Exception as e:
|
| 44 |
return f"Translation error: {str(e)}"
|
| 45 |
|
| 46 |
+
@spaces.GPU(duration=120)
|
| 47 |
def translate_syrian_to_msa(text):
|
| 48 |
"""Translate from Syrian dialect to Modern Standard Arabic"""
|
| 49 |
if not text.strip():
|