您可以使用安全设置来调整获得可能被视为有害的回答的可能性。默认情况下,安全设置会屏蔽在所有维度中不安全内容概率为中等和/或较高的内容。
跳转到 Gemini 安全设置 跳转到 Imagen 安全设置 (已废弃)
Gemini 模型安全设置
|
点击您的 Gemini API 提供商,以查看此页面上特定于提供商的内容和代码。 |
Swift
您可以在创建 GenerativeModel 实例时配置
SafetySettings
。
包含一项安全设置的示例:
import FirebaseAILogic
// Specify the safety settings as part of creating the `GenerativeModel` instance
let model = FirebaseAI.firebaseAI(backend: .googleAI()).generativeModel(
modelName: "GEMINI_MODEL_NAME",
safetySettings: [
SafetySetting(harmCategory: .harassment, threshold: .blockOnlyHigh)
]
)
// ...
包含多项安全设置的示例:
import FirebaseAILogic
let harassmentSafety = SafetySetting(harmCategory: .harassment, threshold: .blockOnlyHigh)
let hateSpeechSafety = SafetySetting(harmCategory: .hateSpeech, threshold: .blockMediumAndAbove)
// Specify the safety settings as part of creating the `GenerativeModel` instance
let model = FirebaseAI.firebaseAI(backend: .googleAI()).generativeModel(
modelName: "GEMINI_MODEL_NAME",
safetySettings: [harassmentSafety, hateSpeechSafety]
)
// ...
Kotlin
您可以在创建 GenerativeModel 实例时配置
SafetySettings
。
包含一项安全设置的示例:
import com.google.firebase.vertexai.type.HarmBlockThreshold
import com.google.firebase.vertexai.type.HarmCategory
import com.google.firebase.vertexai.type.SafetySetting
// Specify the safety settings as part of creating the `GenerativeModel` instance
val model = Firebase.ai(backend = GenerativeBackend.googleAI()).generativeModel(
modelName = "GEMINI_MODEL_NAME",
safetySettings = listOf(
SafetySetting(HarmCategory.HARASSMENT, HarmBlockThreshold.ONLY_HIGH)
)
)
// ...
包含多项安全设置的示例:
import com.google.firebase.vertexai.type.HarmBlockThreshold
import com.google.firebase.vertexai.type.HarmCategory
import com.google.firebase.vertexai.type.SafetySetting
val harassmentSafety = SafetySetting(HarmCategory.HARASSMENT, HarmBlockThreshold.ONLY_HIGH)
val hateSpeechSafety = SafetySetting(HarmCategory.HATE_SPEECH, HarmBlockThreshold.MEDIUM_AND_ABOVE)
// Specify the safety settings as part of creating the `GenerativeModel` instance
val model = Firebase.ai(backend = GenerativeBackend.googleAI()).generativeModel(
modelName = "GEMINI_MODEL_NAME",
safetySettings = listOf(harassmentSafety, hateSpeechSafety)
)
// ...
Java
您可以在创建 GenerativeModel 实例时配置
SafetySettings
。
SafetySetting harassmentSafety = new SafetySetting(HarmCategory.HARASSMENT,
HarmBlockThreshold.ONLY_HIGH);
// Specify the safety settings as part of creating the `GenerativeModel` instance
GenerativeModelFutures model = GenerativeModelFutures.from(
FirebaseAI.getInstance(GenerativeBackend.googleAI())
.generativeModel(
/* modelName */ "GEMINI_MODEL_NAME",
/* generationConfig is optional */ null,
Collections.singletonList(harassmentSafety)
);
);
// ...
包含多项安全设置的示例:
SafetySetting harassmentSafety = new SafetySetting(HarmCategory.HARASSMENT,
HarmBlockThreshold.ONLY_HIGH);
SafetySetting hateSpeechSafety = new SafetySetting(HarmCategory.HATE_SPEECH,
HarmBlockThreshold.MEDIUM_AND_ABOVE);
// Specify the safety settings as part of creating the `GenerativeModel` instance
GenerativeModelFutures model = GenerativeModelFutures.from(
FirebaseAI.getInstance(GenerativeBackend.googleAI())
.generativeModel(
/* modelName */ "GEMINI_MODEL_NAME",
/* generationConfig is optional */ null,
List.of(harassmentSafety, hateSpeechSafety)
);
);
// ...
Web
您可以在创建 GenerativeModel 实例时配置
SafetySettings
。
包含一项安全设置的示例:
import { HarmBlockThreshold, HarmCategory, getAI, getGenerativeModel, GoogleAIBackend } from "firebase/ai";
// ...
const ai = getAI(firebaseApp, { backend: new GoogleAIBackend() });
const safetySettings = [
{
category: HarmCategory.HARM_CATEGORY_HARASSMENT,
threshold: HarmBlockThreshold.BLOCK_ONLY_HIGH,
},
];
// Specify the safety settings as part of creating the `GenerativeModel` instance
const model = getGenerativeModel(ai, { model: "GEMINI_MODEL_NAME", safetySettings });
// ...
包含多项安全设置的示例:
import { HarmBlockThreshold, HarmCategory, getAI, getGenerativeModel, GoogleAIBackend } from "firebase/ai";
// ...
const ai = getAI(firebaseApp, { backend: new GoogleAIBackend() });
const safetySettings = [
{
category: HarmCategory.HARM_CATEGORY_HARASSMENT,
threshold: HarmBlockThreshold.BLOCK_ONLY_HIGH,
},
{
category: HarmCategory.HARM_CATEGORY_HATE_SPEECH,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
},
];
// Specify the safety settings as part of creating the `GenerativeModel` instance
const model = getGenerativeModel(ai, { model: "GEMINI_MODEL_NAME", safetySettings });
// ...
Dart
您可以在创建 GenerativeModel 实例时配置
SafetySettings
。
包含一项安全设置的示例:
// ...
final safetySettings = [
SafetySetting(HarmCategory.harassment, HarmBlockThreshold.high)
];
// Specify the safety settings as part of creating the `GenerativeModel` instance
final model = FirebaseAI.googleAI().generativeModel(
model: 'GEMINI_MODEL_NAME',
safetySettings: safetySettings,
);
// ...
包含多项安全设置的示例:
// ...
final safetySettings = [
SafetySetting(HarmCategory.harassment, HarmBlockThreshold.high),
SafetySetting(HarmCategory.hateSpeech, HarmBlockThreshold.high),
];
// Specify the safety settings as part of creating the `GenerativeModel` instance
final model = FirebaseAI.googleAI().generativeModel(
model: 'GEMINI_MODEL_NAME',
safetySettings: safetySettings,
);
// ...
Unity
您可以在创建 GenerativeModel 实例时配置
SafetySettings
。
包含一项安全设置的示例:
// ...
// Specify the safety settings as part of creating the `GenerativeModel` instance
var ai = FirebaseAI.GetInstance(FirebaseAI.Backend.GoogleAI());
var model = ai.GetGenerativeModel(
modelName: "GEMINI_MODEL_NAME",
safetySettings: new SafetySetting[] {
new SafetySetting(HarmCategory.Harassment, SafetySetting.HarmBlockThreshold.OnlyHigh)
}
);
// ...
包含多项安全设置的示例:
// ...
var harassmentSafety = new SafetySetting(HarmCategory.Harassment, SafetySetting.HarmBlockThreshold.OnlyHigh);
var hateSpeechSafety = new SafetySetting(HarmCategory.HateSpeech, SafetySetting.HarmBlockThreshold.MediumAndAbove);
// Specify the safety settings as part of creating the `GenerativeModel` instance
var ai = FirebaseAI.GetInstance(FirebaseAI.Backend.GoogleAI());
var model = ai.GetGenerativeModel(
modelName: "GEMINI_MODEL_NAME",
safetySettings: new SafetySetting[] { harassmentSafety, hateSpeechSafety }
);
// ...
Imagen 模型安全设置
|
点击您的 Gemini API 提供商,以查看此页面上特定于提供商的内容和代码。 |
如需了解 Imagen 模型的所有 受支持安全设置及其可用值 ,请参阅 Google Cloud 文档。
Swift
您可以在创建 ImagenModel 实例时配置
ImagenSafetySettings
。
import FirebaseAILogic
// Specify the safety settings as part of creating the `ImagenModel` instance
let model = FirebaseAI.firebaseAI(backend: .googleAI()).imagenModel(
modelName: "IMAGEN_MODEL_NAME",
safetySettings: ImagenSafetySettings(
safetyFilterLevel: .blockLowAndAbove,
personFilterLevel: .allowAdult
)
)
// ...
Kotlin
您可以在创建 ImagenModel 实例时配置
ImagenSafetySettings
。
// Specify the safety settings as part of creating the `ImagenModel` instance
val model = Firebase.ai(backend = GenerativeBackend.googleAI()).imagenModel(
modelName = "IMAGEN_MODEL_NAME",
safetySettings = ImagenSafetySettings(
safetyFilterLevel = ImagenSafetyFilterLevel.BLOCK_LOW_AND_ABOVE,
personFilterLevel = ImagenPersonFilterLevel.BLOCK_ALL
)
)
// ...
Java
您可以在创建 ImagenModel 实例时配置
ImagenSafetySettings
。
// Specify the safety settings as part of creating the `ImagenModel` instance
ImagenModelFutures model = ImagenModelFutures.from(
FirebaseAI.getInstance(GenerativeBackend.googleAI())
.imagenModel(
/* modelName */ "IMAGEN_MODEL_NAME",
/* imageGenerationConfig */ null);
);
// ...
Web
您可以在创建 ImagenModel 实例时配置
ImagenSafetySettings
。
// ...
const ai = getAI(firebaseApp, { backend: new GoogleAIBackend() });
// Specify the safety settings as part of creating the `ImagenModel` instance
const model = getImagenModel(
ai,
{
model: "IMAGEN_MODEL_NAME",
safetySettings: {
safetyFilterLevel: ImagenSafetyFilterLevel.BLOCK_LOW_AND_ABOVE,
personFilterLevel: ImagenPersonFilterLevel.ALLOW_ADULT,
}
}
);
// ...
Dart
您可以在创建 ImagenModel 实例时配置
ImagenSafetySettings
。
// ...
// Specify the safety settings as part of creating the `ImagenModel` instance
final model = FirebaseAI.googleAI().imagenModel(
model: 'IMAGEN_MODEL_NAME',
safetySettings: ImagenSafetySettings(
ImagenSafetyFilterLevel.blockLowAndAbove,
ImagenPersonFilterLevel.allowAdult,
),
);
// ...
Unity
您可以在创建 ImagenModel 实例时配置
ImagenSafetySettings
。
using Firebase.AI;
// Specify the safety settings as part of creating the `ImagenModel` instance
var model = FirebaseAI.GetInstance(FirebaseAI.Backend.GoogleAI()).GetImagenModel(
modelName: "IMAGEN_MODEL_NAME",
safetySettings: new ImagenSafetySettings(
safetyFilterLevel: ImagenSafetySettings.SafetyFilterLevel.BlockLowAndAbove,
personFilterLevel: ImagenSafetySettings.PersonFilterLevel.AllowAdult
)
);
// ...
控制内容生成的其他选项
- 详细了解 提示设计 ,以便影响模型生成符合您需求的输出。
- 配置 模型参数 以控制模型生成回答的方式。对于 Gemini 模型,这些参数包括最大输出词元数、温度、topK 和 topP。对于 Imagen 模型,这些参数包括宽高比、人物生成, 添加水印等。
- 设置系统指令 以引导模型的行为。此功能类似于在模型接收到最终用户的任何进一步指令之前添加的序言。
- 传递 回答架构 以及提示,以指定特定的输出架构。此功能最常用于生成 JSON 输出,但也可用于分类任务(例如,当您希望模型使用特定标签或标记时)。