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8e54ac20d8
* remove mode/hardware * add test and pre commit hook * add pytest dependieces * fix format * fix lint * fix precommit * fix pre commit * fix pre commit * fix precommit * fix precommit * fix precommit * fix precommit * fix precommit * fix precommit * fix precommit * fix precommit * fix precommit * fix precommit
33 lines
988 B
Python
33 lines
988 B
Python
import app.commons.globals as glb
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import app.commons.utilities as utils
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import app.loader as loader
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from app.function_calling.model_handler import ArchFunctionHandler
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from app.prompt_guard.model_handler import ArchGuardHanlder
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logger = utils.get_model_server_logger()
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arch_function_hanlder = ArchFunctionHandler()
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arch_function_endpoint = "https://api.fc.archgw.com/v1"
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arch_function_client = utils.get_client(arch_function_endpoint)
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arch_function_generation_params = {
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"temperature": 0.2,
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"top_p": 1.0,
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"top_k": 50,
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"max_tokens": 512,
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"stop_token_ids": [151645],
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}
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arch_guard_model_type = {
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"cpu": "katanemo/Arch-Guard-cpu",
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"cuda": "katanemo/Arch-Guard",
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"mps": "katanemo/Arch-Guard",
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}
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# Model definition
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embedding_model = loader.get_embedding_model()
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zero_shot_model = loader.get_zero_shot_model()
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prompt_guard_dict = loader.get_prompt_guard(arch_guard_model_type[glb.DEVICE])
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arch_guard_handler = ArchGuardHanlder(model_dict=prompt_guard_dict)
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