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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 List, Optional, Union | |
| from pydantic import Field | |
| from camel.configs.base_config import BaseConfig | |
| from camel.types import NOT_GIVEN, NotGiven | |
| class NvidiaConfig(BaseConfig): | |
| r"""Configuration class for NVIDIA API models. | |
| This class defines the configuration parameters for NVIDIA's language | |
| models, including temperature, sampling parameters, and response format | |
| settings. | |
| Args: | |
| stream (bool, optional): Whether to stream the response. | |
| (default: :obj:`False`) | |
| temperature (float, optional): Controls randomness in the response. | |
| Higher values make output more random, lower values make it more | |
| deterministic. Range: [0.0, 2.0]. (default: :obj:`0.7`) | |
| top_p (float, optional): Controls diversity via nucleus sampling. | |
| Range: [0.0, 1.0]. (default: :obj:`0.95`) | |
| presence_penalty (float, optional): Penalizes new tokens based on | |
| whether they appear in the text so far. Range: [-2.0, 2.0]. | |
| (default: :obj:`0.0`) | |
| frequency_penalty (float, optional): Penalizes new tokens based on | |
| their frequency in the text so far. Range: [-2.0, 2.0]. | |
| (default: :obj:`0.0`) | |
| max_tokens (Union[int, NotGiven], optional): Maximum number of tokens | |
| to generate. If not provided, model will use its default maximum. | |
| (default: :obj:`NOT_GIVEN`) | |
| seed (Optional[int], optional): Random seed for deterministic sampling. | |
| (default: :obj:`None`) | |
| tools (Optional[List[Dict]], optional): List of tools available to the | |
| model. This includes tools such as a text editor, a calculator, or | |
| a search engine. (default: :obj:`None`) | |
| tool_choice (Optional[str], optional): Tool choice configuration. | |
| (default: :obj:`None`) | |
| stop (Optional[List[str]], optional): List of stop sequences. | |
| (default: :obj:`None`) | |
| """ | |
| stream: bool = Field(default=False) | |
| temperature: float = Field(default=0.7) | |
| top_p: float = Field(default=0.95) | |
| presence_penalty: float = Field(default=0.0) | |
| frequency_penalty: float = Field(default=0.0) | |
| max_tokens: Union[int, NotGiven] = Field(default=NOT_GIVEN) | |
| seed: Optional[int] = Field(default=None) | |
| tool_choice: Optional[str] = Field(default=None) | |
| stop: Optional[List[str]] = Field(default=None) | |
| NVIDIA_API_PARAMS = {param for param in NvidiaConfig.model_fields.keys()} | |