Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -2,6 +2,7 @@ import os
|
|
| 2 |
import gradio as gr
|
| 3 |
import numpy as np
|
| 4 |
from transformers import AutoTokenizer, AutoModel
|
|
|
|
| 5 |
# :white_check_mark: Setup environment
|
| 6 |
os.makedirs(os.environ.get("HF_HOME", "./hf_cache"), exist_ok=True)
|
| 7 |
hf_token = os.environ.get("HF_TOKEN")
|
|
@@ -32,7 +33,9 @@ def get_text_embeddings(text):
|
|
| 32 |
return embeddings[0].detach().numpy()
|
| 33 |
# :white_check_mark: Gradio interface function
|
| 34 |
def embed_text_interface(text):
|
|
|
|
| 35 |
embedding = get_text_embeddings(text)
|
|
|
|
| 36 |
return str(embedding)
|
| 37 |
# :white_check_mark: Gradio UI
|
| 38 |
interface = gr.Interface(
|
|
|
|
| 2 |
import gradio as gr
|
| 3 |
import numpy as np
|
| 4 |
from transformers import AutoTokenizer, AutoModel
|
| 5 |
+
import time
|
| 6 |
# :white_check_mark: Setup environment
|
| 7 |
os.makedirs(os.environ.get("HF_HOME", "./hf_cache"), exist_ok=True)
|
| 8 |
hf_token = os.environ.get("HF_TOKEN")
|
|
|
|
| 33 |
return embeddings[0].detach().numpy()
|
| 34 |
# :white_check_mark: Gradio interface function
|
| 35 |
def embed_text_interface(text):
|
| 36 |
+
strt_time=time.time()
|
| 37 |
embedding = get_text_embeddings(text)
|
| 38 |
+
print(f"Total time taken by nomic to embed: {time.time()-strt_time}")
|
| 39 |
return str(embedding)
|
| 40 |
# :white_check_mark: Gradio UI
|
| 41 |
interface = gr.Interface(
|