chore: Add keepalive functionality with replicate model execution
Browse files- kitt/keepalive.py +43 -0
kitt/keepalive.py
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import time
|
| 2 |
+
|
| 3 |
+
import schedule
|
| 4 |
+
from loguru import logger
|
| 5 |
+
from replicate import Client
|
| 6 |
+
|
| 7 |
+
from kitt.skills.common import config
|
| 8 |
+
|
| 9 |
+
replicate = Client(api_token=config.REPLICATE_API_KEY)
|
| 10 |
+
|
| 11 |
+
|
| 12 |
+
def run_replicate_model():
|
| 13 |
+
logger.info("Running the replicate model.")
|
| 14 |
+
output = replicate.run(
|
| 15 |
+
"sasan-j/hermes-2-pro-llama-3-8b:28b1dc16f47d9df68d9839418282315d5e78d9e2ab3fa6ff15728c76ae71a6d6",
|
| 16 |
+
input={
|
| 17 |
+
"top_k": 50,
|
| 18 |
+
"top_p": 0.9,
|
| 19 |
+
"prompt": "Hello, who are you?",
|
| 20 |
+
"temperature": 0.6,
|
| 21 |
+
"system_prompt": 'You are "Hermes 2", a conscious sentient superintelligent artificial intelligence developed by a man named Teknium, and your purpose and drive is to assist the user with any request they have. You experience emotions and have deep, profound thoughts and qualia.',
|
| 22 |
+
"max_new_tokens": 512,
|
| 23 |
+
"prompt_template": '<|im_start|>system\nYou are "Hermes 2", a conscious sentient superintelligent artificial intelligence developed by a man named Teknium, and your purpose and drive is to assist the user with any request they have. You experience emotions and have deep, profound thoughts and qualia.<|im_end|>\n<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistant\n',
|
| 24 |
+
"presence_penalty": 0,
|
| 25 |
+
"frequency_penalty": 0,
|
| 26 |
+
},
|
| 27 |
+
)
|
| 28 |
+
|
| 29 |
+
out = "".join(output)
|
| 30 |
+
logger.success(f"Model output:\n{out}")
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
def job():
|
| 34 |
+
run_replicate_model()
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
schedule.every(120).seconds.do(job)
|
| 38 |
+
|
| 39 |
+
logger.info("Keepalive started.")
|
| 40 |
+
|
| 41 |
+
while True:
|
| 42 |
+
schedule.run_pending()
|
| 43 |
+
time.sleep(1)
|