Spaces:
Runtime error
Runtime error
first commit
Browse files
app.py
CHANGED
|
@@ -6,90 +6,75 @@ import os
|
|
| 6 |
|
| 7 |
hf_token = os.environ["HF_TOKEN"]
|
| 8 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
@spaces.GPU
|
| 10 |
-
def get_response(message, chat_history, image
|
| 11 |
-
#
|
| 12 |
-
if image is
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
user_content = []
|
| 30 |
-
user_content.append({"type": "image", "image": image})
|
| 31 |
-
if message:
|
| 32 |
-
user_content.append({"type": "text", "text": message})
|
| 33 |
-
|
| 34 |
-
messages.append({"role": "user", "content": user_content})
|
| 35 |
-
|
| 36 |
-
else:
|
| 37 |
-
# Text-only pipeline
|
| 38 |
-
pipe = pipeline(
|
| 39 |
-
"text-generation",
|
| 40 |
-
model="google/gemma-3-4b-it",
|
| 41 |
-
device="cuda",
|
| 42 |
-
torch_dtype=torch.bfloat16,
|
| 43 |
-
use_auth_token=hf_token
|
| 44 |
-
)
|
| 45 |
|
| 46 |
-
|
| 47 |
-
{
|
| 48 |
-
"role": "system",
|
| 49 |
-
"content": "You are a helpful assistant."
|
| 50 |
-
},
|
| 51 |
-
{
|
| 52 |
-
"role": "user",
|
| 53 |
-
"content": message
|
| 54 |
-
}
|
| 55 |
-
]
|
| 56 |
|
| 57 |
-
# Call the
|
| 58 |
output = pipe(text=messages, max_new_tokens=200)
|
| 59 |
|
| 60 |
try:
|
| 61 |
-
|
| 62 |
-
response = output[0]["generated_text"][-1]["content"]
|
| 63 |
-
else:
|
| 64 |
-
response = output[0]["generated_text"]
|
| 65 |
-
|
| 66 |
chat_history.append((message, response))
|
| 67 |
-
return "", chat_history
|
| 68 |
except (KeyError, IndexError, TypeError) as e:
|
| 69 |
error_message = f"Error processing the response: {str(e)}"
|
| 70 |
chat_history.append((message, error_message))
|
| 71 |
-
|
|
|
|
| 72 |
|
| 73 |
with gr.Blocks() as demo:
|
| 74 |
-
gr.Markdown("# Gemma 3
|
| 75 |
-
gr.Markdown("Chat with Gemma 3
|
| 76 |
|
| 77 |
chatbot = gr.Chatbot()
|
| 78 |
|
| 79 |
with gr.Row():
|
| 80 |
msg = gr.Textbox(
|
| 81 |
show_label=False,
|
| 82 |
-
placeholder="Type your message here...",
|
| 83 |
scale=4
|
| 84 |
)
|
| 85 |
img = gr.Image(
|
| 86 |
type="pil",
|
| 87 |
-
label="Upload image (
|
| 88 |
scale=1
|
| 89 |
)
|
| 90 |
|
| 91 |
submit_btn = gr.Button("Send")
|
| 92 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 93 |
submit_btn.click(
|
| 94 |
get_response,
|
| 95 |
inputs=[msg, chatbot, img],
|
|
@@ -101,6 +86,12 @@ with gr.Blocks() as demo:
|
|
| 101 |
inputs=[msg, chatbot, img],
|
| 102 |
outputs=[msg, chatbot]
|
| 103 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 104 |
|
| 105 |
if __name__ == "__main__":
|
| 106 |
demo.launch()
|
|
|
|
| 6 |
|
| 7 |
hf_token = os.environ["HF_TOKEN"]
|
| 8 |
|
| 9 |
+
# Load the Gemma 3 pipeline
|
| 10 |
+
pipe = pipeline(
|
| 11 |
+
"image-text-to-text",
|
| 12 |
+
model="google/gemma-3-4b-it",
|
| 13 |
+
device="cuda",
|
| 14 |
+
torch_dtype=torch.bfloat16,
|
| 15 |
+
use_auth_token=hf_token
|
| 16 |
+
)
|
| 17 |
+
|
| 18 |
@spaces.GPU
|
| 19 |
+
def get_response(message, chat_history, image):
|
| 20 |
+
# Check if image is provided
|
| 21 |
+
if image is None:
|
| 22 |
+
chat_history.append((message, "Please upload an image (required)"))
|
| 23 |
+
return "", chat_history
|
| 24 |
+
|
| 25 |
+
messages = [
|
| 26 |
+
{
|
| 27 |
+
"role": "system",
|
| 28 |
+
"content": [{"type": "text", "text": "You are a helpful assistant."}]
|
| 29 |
+
}
|
| 30 |
+
]
|
| 31 |
+
|
| 32 |
+
user_content = [{"type": "image", "image": image}]
|
| 33 |
+
|
| 34 |
+
# Add text message if provided
|
| 35 |
+
if message:
|
| 36 |
+
user_content.append({"type": "text", "text": message})
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 37 |
|
| 38 |
+
messages.append({"role": "user", "content": user_content})
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 39 |
|
| 40 |
+
# Call the pipeline
|
| 41 |
output = pipe(text=messages, max_new_tokens=200)
|
| 42 |
|
| 43 |
try:
|
| 44 |
+
response = output[0]["generated_text"][-1]["content"]
|
|
|
|
|
|
|
|
|
|
|
|
|
| 45 |
chat_history.append((message, response))
|
|
|
|
| 46 |
except (KeyError, IndexError, TypeError) as e:
|
| 47 |
error_message = f"Error processing the response: {str(e)}"
|
| 48 |
chat_history.append((message, error_message))
|
| 49 |
+
|
| 50 |
+
return "", chat_history
|
| 51 |
|
| 52 |
with gr.Blocks() as demo:
|
| 53 |
+
gr.Markdown("# Gemma 3 Image Chat")
|
| 54 |
+
gr.Markdown("Chat with Gemma 3 about images. Image upload is required for each message.")
|
| 55 |
|
| 56 |
chatbot = gr.Chatbot()
|
| 57 |
|
| 58 |
with gr.Row():
|
| 59 |
msg = gr.Textbox(
|
| 60 |
show_label=False,
|
| 61 |
+
placeholder="Type your message here about the image...",
|
| 62 |
scale=4
|
| 63 |
)
|
| 64 |
img = gr.Image(
|
| 65 |
type="pil",
|
| 66 |
+
label="Upload image (required)",
|
| 67 |
scale=1
|
| 68 |
)
|
| 69 |
|
| 70 |
submit_btn = gr.Button("Send")
|
| 71 |
|
| 72 |
+
# Clear button to reset the interface
|
| 73 |
+
clear_btn = gr.Button("Clear")
|
| 74 |
+
|
| 75 |
+
def clear_interface():
|
| 76 |
+
return "", [], None
|
| 77 |
+
|
| 78 |
submit_btn.click(
|
| 79 |
get_response,
|
| 80 |
inputs=[msg, chatbot, img],
|
|
|
|
| 86 |
inputs=[msg, chatbot, img],
|
| 87 |
outputs=[msg, chatbot]
|
| 88 |
)
|
| 89 |
+
|
| 90 |
+
clear_btn.click(
|
| 91 |
+
clear_interface,
|
| 92 |
+
inputs=None,
|
| 93 |
+
outputs=[msg, chatbot, img]
|
| 94 |
+
)
|
| 95 |
|
| 96 |
if __name__ == "__main__":
|
| 97 |
demo.launch()
|