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| # ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. ========= | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| # ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. ========= | |
| from __future__ import annotations | |
| from typing import ClassVar, Optional, Union | |
| from camel.configs.base_config import BaseConfig | |
| from camel.types import NOT_GIVEN, NotGiven | |
| class QwenConfig(BaseConfig): | |
| r"""Defines the parameters for generating chat completions using the | |
| Qwen API. You can refer to the following link for more details: | |
| https://help.aliyun.com/zh/model-studio/developer-reference/use-qwen-by-calling-api | |
| Args: | |
| stream (bool, optional): Whether to stream the response. | |
| (default: :obj:`False`) | |
| temperature (float, optional): Controls the diversity and focus of | |
| the generated results. Lower values make the output more focused, | |
| while higher values make it more diverse. (default: :obj:`0.3`) | |
| top_p (float, optional): Controls the diversity and focus of the | |
| generated results. Higher values make the output more diverse, | |
| while lower values make it more focused. (default: :obj:`0.9`) | |
| presence_penalty (float, optional): Controls the repetition of | |
| content in the generated results. Positive values reduce the | |
| repetition of content, while negative values increase it. | |
| (default: :obj:`0.0`) | |
| response_format (object, optional): Specifies the format of the | |
| returned content. The available values are `{"type": "text"}` or | |
| `{"type": "json_object"}`. Setting it to `{"type": "json_object"}` | |
| will output a standard JSON string. | |
| (default: :obj:`{"type": "text"}`) | |
| max_tokens (Union[int, NotGiven], optional): Allows the model to | |
| generate the maximum number of tokens. | |
| (default: :obj:`NOT_GIVEN`) | |
| seed (int, optional): Sets the seed parameter to make the text | |
| generation process more deterministic, typically used to ensure | |
| that the results are consistent across model runs. By passing the | |
| same seed value (specified by you) in each model call while | |
| keeping other parameters unchanged, the model is likely to return | |
| the same result. | |
| (default: :obj:`None`) | |
| stop (str or list, optional): Using the stop parameter, the model will | |
| automatically stop generating text when it is about to include the | |
| specified string or token_id. You can use the stop parameter to | |
| control the output of the model by passing sensitive words. | |
| (default: :obj:`None`) | |
| tools (list, optional): Specifies an array of tools that the model can | |
| call. It can contain one or more tool objects. During a function | |
| call process, the model will select one tool from the array. | |
| (default: :obj:`None`) | |
| extra_body (dict, optional): Additional parameters to be sent to the | |
| Qwen API. If you want to enable internet search, you can set this | |
| parameter to `{"enable_search": True}`. | |
| (default: :obj:`{"enable_search": False}`) | |
| include_usage (bool, optional): When streaming, specifies whether to | |
| include usage information in `stream_options`. (default: | |
| :obj:`True`) | |
| """ | |
| stream: bool = False | |
| temperature: float = 0.3 | |
| top_p: float = 0.9 | |
| presence_penalty: float = 0.0 | |
| response_format: ClassVar[dict] = {"type": "text"} | |
| max_tokens: Union[int, NotGiven] = NOT_GIVEN | |
| seed: Optional[int] = None | |
| stop: Optional[Union[str, list]] = None | |
| extra_body: ClassVar[dict] = {"enable_search": False} | |
| def __init__(self, include_usage: bool = True, **kwargs): | |
| super().__init__(**kwargs) | |
| # Only set stream_options when stream is True | |
| # Otherwise, it will raise error when calling the API | |
| if self.stream: | |
| self.stream_options = {"include_usage": include_usage} | |
| QWEN_API_PARAMS = {param for param in QwenConfig.model_fields.keys()} | |