plano/model_server/app/commons/constants.py
Shuguang Chen 3b7c58698f
Update model_server (#164)
* Update model server

* Delete model_server/.vscode/settings.json

* Update loader.py

* Fix errors

* Update log mode
2024-10-09 18:04:52 -07:00

31 lines
924 B
Python

import app.commons.globals as glb
import app.commons.utilities as utils
import app.loader as loader
from app.function_calling.model_handler import ArchFunctionHandler
from app.prompt_guard.model_handler import ArchGuardHanlder
arch_function_hanlder = ArchFunctionHandler()
arch_function_endpoint = "https://api.fc.archgw.com/v1"
arch_function_client = utils.get_client(arch_function_endpoint)
arch_function_generation_params = {
"temperature": 0.2,
"top_p": 1.0,
"top_k": 50,
"max_tokens": 512,
"stop_token_ids": [151645],
}
arch_guard_model_type = {"cpu": "katanemo/Arch-Guard-cpu", "gpu": "katanemo/Arch-Guard"}
# Model definition
embedding_model = loader.get_embedding_model()
zero_shot_model = loader.get_zero_shot_model()
prompt_guard_dict = loader.get_prompt_guard(
arch_guard_model_type[glb.HARDWARE], glb.HARDWARE
)
arch_guard_handler = ArchGuardHanlder(model_dict=prompt_guard_dict)