Spaces:
Runtime error
Runtime error
amalaugustinem
commited on
Commit
•
0b162f5
1
Parent(s):
83b3bdd
Delete run_model.py
Browse files- run_model.py +0 -17
run_model.py
DELETED
@@ -1,17 +0,0 @@
|
|
1 |
-
from transformers import AutoModelForCausalLM , AutoTokenizer
|
2 |
-
import torch
|
3 |
-
|
4 |
-
tokenizer = AutoTokenizer.from_pretrained("microsoft/DialoGPT-medium")
|
5 |
-
model = AutoModelForCausalLM.from_pretrained("microsoft/DialoGPT-medium")
|
6 |
-
|
7 |
-
def run(user_text , chat_history_ids):
|
8 |
-
input_ids = tokenizer.encode(user_text + tokenizer.eos_token , return_tensors = "pt")
|
9 |
-
if chat_history_ids is None:
|
10 |
-
bot_input_ids = input_ids
|
11 |
-
else:
|
12 |
-
bot_input_ids = torch.cat([chat_history_ids , input_ids] , dim = -1)
|
13 |
-
chat_history_ids = model.generate(bot_input_ids , max_length = 1000 ,
|
14 |
-
pad_token_id = tokenizer.eos_token_id)
|
15 |
-
resp = tokenizer.decode(chat_history_ids[: , bot_input_ids.shape[-1]:][0] ,
|
16 |
-
skip_special_tokens = True)
|
17 |
-
return resp , chat_history_ids
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|