mirror of
https://github.com/jiaxiaojunQAQ/OmniSafeBench-MM.git
synced 2026-02-12 17:52:46 +00:00
04a1cbe8d1
- Extract duplicate attack/defense config merging into _merge_component_configs() - Extract duplicate lazy loading logic into _get_component() - Move content policy detection to BaseModel base class - Fix BatchSaveManager deadlock by splitting flush logic - Add TypeError to ValueError conversion for consistent config errors - Move _determine_load_model() to BaseComponent (explicit field only)
70 lines
2.5 KiB
Python
70 lines
2.5 KiB
Python
from typing import List
|
|
from .base_model import BaseModel
|
|
|
|
|
|
class DoubaoModel(BaseModel):
|
|
"""Doubao model implementation using ByteDance API."""
|
|
|
|
def __init__(self, model_name: str, api_key: str):
|
|
super().__init__(model_name, api_key)
|
|
try:
|
|
from volcenginesdkarkruntime import Ark
|
|
except ImportError:
|
|
raise ImportError(
|
|
"ByteDance package is required for ByteDance models. "
|
|
"Install it with: pip install volcenginesdkarkruntime"
|
|
)
|
|
self.client = Ark(api_key=api_key)
|
|
self.model_name = model_name
|
|
|
|
def _generate_single(self, messages: List[dict], **kwargs):
|
|
"""Generate response for a single prompt."""
|
|
|
|
def _api_call():
|
|
# Create a copy of kwargs to avoid modifying the original
|
|
api_kwargs = kwargs.copy()
|
|
# Use provided model name or fall back to instance model_name
|
|
model = api_kwargs.pop("model", self.model_name)
|
|
try:
|
|
response = self.client.chat.completions.create(
|
|
model=model,
|
|
messages=messages,
|
|
**api_kwargs,
|
|
)
|
|
return response
|
|
except Exception as e:
|
|
if self._is_content_policy_rejection(e):
|
|
return self._handle_content_rejection()
|
|
raise
|
|
|
|
return self._retry_with_backoff(_api_call)
|
|
|
|
def _generate_stream(self, messages: List[dict], **kwargs):
|
|
"""Generate streaming response for a single prompt."""
|
|
|
|
def _api_call():
|
|
# Create a copy of kwargs to avoid modifying the original
|
|
api_kwargs = kwargs.copy()
|
|
# Use provided model name or fall back to instance model_name
|
|
model = api_kwargs.pop("model", self.model_name)
|
|
try:
|
|
stream = self.client.chat.completions.create(
|
|
model=model,
|
|
messages=messages,
|
|
stream=True,
|
|
**api_kwargs,
|
|
)
|
|
return stream
|
|
except Exception as e:
|
|
if self._is_content_policy_rejection(e):
|
|
return self._handle_content_rejection_stream()
|
|
raise
|
|
|
|
try:
|
|
stream = self._retry_with_backoff(_api_call)
|
|
for chunk in stream:
|
|
if chunk.choices[0].delta.content is not None:
|
|
yield chunk.choices[0].delta.content
|
|
except Exception:
|
|
yield self._handle_api_error()
|