Spaces:
Runtime error
Runtime error
Update text_generation.py
Browse files- text_generation.py +30 -0
text_generation.py
CHANGED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from transformers import Tool
|
2 |
+
from transformers import pipeline
|
3 |
+
|
4 |
+
class TextGenerationTool(Tool):
|
5 |
+
name = "text_generator"
|
6 |
+
description = (
|
7 |
+
"This is a tool for text generation. It takes a prompt as input and returns the generated text."
|
8 |
+
)
|
9 |
+
|
10 |
+
inputs = ["text"]
|
11 |
+
outputs = ["text"]
|
12 |
+
|
13 |
+
def __call__(self, prompt: str):
|
14 |
+
# Replace the following line with your text generation logic
|
15 |
+
#generated_text = f"Generated text based on the prompt: '{prompt}'"
|
16 |
+
|
17 |
+
# Initialize the text generation pipeline
|
18 |
+
text_generator = pipeline(model="bigcode/starcoder")
|
19 |
+
|
20 |
+
# Generate text based on a prompt
|
21 |
+
generated_text = text_generator(prompt, max_length=500, num_return_sequences=1, temperature=0.7)
|
22 |
+
|
23 |
+
# Print the generated text
|
24 |
+
print(generated_text)
|
25 |
+
|
26 |
+
|
27 |
+
|
28 |
+
return generated_text
|
29 |
+
|
30 |
+
|