Firebase. AI. LiveGenerationConfig
A struct defining model parameters to be used when generating live session content.
Summary
Warning: This API is in Public Preview, which means that the feature is not subject to any SLA or deprecation policy and could change in backwards-incompatible ways.
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LiveGenerationConfig(SpeechConfig? speechConfig, IEnumerable< ResponseModality > responseModalities, float? temperature, float? topP, float? topK, int? maxOutputTokens, float? presencePenalty, float? frequencyPenalty, AudioTranscriptionConfig? inputAudioTranscription, AudioTranscriptionConfig? outputAudioTranscription, ContextWindowCompressionConfig? contextWindowCompression, RealtimeInputConfig? realtimeInputConfig)
Creates a new
LiveGenerationConfig value. |
Public functions
LiveGenerationConfig
Firebase::AI::LiveGenerationConfig::LiveGenerationConfig( SpeechConfig? speechConfig, IEnumerable< ResponseModality > responseModalities, float? temperature, float? topP, float? topK, int? maxOutputTokens, float? presencePenalty, float? frequencyPenalty, AudioTranscriptionConfig? inputAudioTranscription, AudioTranscriptionConfig? outputAudioTranscription, ContextWindowCompressionConfig? contextWindowCompression, RealtimeInputConfig? realtimeInputConfig )
Creates a new LiveGenerationConfig value.
See the Configure model parameters guide and the Cloud documentation for more details.
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Controls the randomness of the language model's output. Higher values (for example, 1.0) make the text more random and creative, while lower values (for example, 0.1) make it more focused and deterministic.
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Note: A temperature of 0 means that the highest probability tokens are always selected. In this case, responses for a given prompt are mostly deterministic, but a small amount of variation is still possible.
Important: The range of supported temperature values depends on the model; see the Cloud documentation for more details.
Controls diversity of generated text. Higher values (e.g., 0.9) produce more diverse text, while lower values (e.g., 0.5) make the output more focused.
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The supported range is 0.0 to 1.0.
Important: The default topP value depends on the model; see the Cloud documentation for more details.
Limits the number of highest probability words the model considers when generating text. For example, a topK of 40 means only the 40 most likely words are considered for the next token. A higher value increases diversity, while a lower value makes the output more deterministic.
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The supported range is 1 to 40.
Important: Support for topK and the default value depends on the model; see the Cloud documentation for more details.
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Controls the likelihood of repeating the same words or phrases already generated in the text. Higher values increase the penalty of repetition, resulting in more diverse output.
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Note: While both presencePenalty and frequencyPenalty discourage repetition, presencePenalty applies the same penalty regardless of how many times the word/phrase has already appeared, whereas frequencyPenalty increases the penalty for each repetition of a word/phrase.
Important: The range of supported presencePenalty values depends on the model; see the Cloud documentation for more details.
Controls the likelihood of repeating words or phrases, with the penalty increasing for each repetition. Higher values increase the penalty of repetition, resulting in more diverse output.
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Note: While both frequencyPenalty and presencePenalty discourage repetition, frequencyPenalty increases the penalty for each repetition of a word/phrase, whereas presencePenalty applies the same penalty regardless of how many times the word/phrase has already appeared.
Important: The range of supported frequencyPenalty values depends on the model; see the Cloud documentation for more details.
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