Spaces:
Runtime error
Runtime error
Commit ·
4cced22
1
Parent(s): 9df55a0
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,16 +1,18 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
-
from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
|
|
|
|
| 3 |
|
| 4 |
tokenizer = AutoTokenizer.from_pretrained("breadlicker45/dough-instruct-base-001")
|
| 5 |
tokenizer.padding_side = 'left'
|
| 6 |
model = AutoModelForCausalLM.from_pretrained("breadlicker45/dough-instruct-base-001")
|
| 7 |
|
| 8 |
def generate_text(prompt):
|
|
|
|
| 9 |
generator = pipeline('text-generation', model=model, tokenizer=tokenizer, do_sample=True)
|
| 10 |
text = """Q:
|
| 11 |
""" + prompt + """
|
| 12 |
A:"""
|
| 13 |
-
answer = generator(text, max_length=50, min_length=10, temperature=0.8, top_p=0.9)
|
| 14 |
lst = answer[0]['generated_text']
|
| 15 |
out = lst.replace(text, '''''')
|
| 16 |
return out
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
+
from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline, set_seed
|
| 3 |
+
import random
|
| 4 |
|
| 5 |
tokenizer = AutoTokenizer.from_pretrained("breadlicker45/dough-instruct-base-001")
|
| 6 |
tokenizer.padding_side = 'left'
|
| 7 |
model = AutoModelForCausalLM.from_pretrained("breadlicker45/dough-instruct-base-001")
|
| 8 |
|
| 9 |
def generate_text(prompt):
|
| 10 |
+
set_seed((random.randint(1, 10000)))
|
| 11 |
generator = pipeline('text-generation', model=model, tokenizer=tokenizer, do_sample=True)
|
| 12 |
text = """Q:
|
| 13 |
""" + prompt + """
|
| 14 |
A:"""
|
| 15 |
+
answer = generator(text, max_length=50, min_length=10, temperature=0.8, top_p=0.9, do_sample=True)
|
| 16 |
lst = answer[0]['generated_text']
|
| 17 |
out = lst.replace(text, '''''')
|
| 18 |
return out
|