LLM-Inference

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LLM-Inference / src /lib /components /InferencePlayground /generationConfigSettings.ts

victor HF Staff

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a3e28ff about 2 years ago

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interface GenerationKeySettings {
	default: number;
	step: number;
	min: number;
	max: number;
	label: string;
}

export const GENERATION_CONFIG_SETTINGS: Record<string, GenerationKeySettings> = {
	temperature: {
		default: 0.5,
		step: 0.1,
		min: 0,
		max: 2,
		label: "Temperature",
	},
	max_tokens: {
		default: 1024,
		step: 256,
		min: 0,
		max: 8192, // changed dynamically based on model
		label: "Max Tokens",
	},
	top_p: {
		default: 0.7,
		step: 0.1,
		min: 0,
		max: 1,
		label: "Top-P",
	},
};

export type GenerationConfigKey = keyof typeof GENERATION_CONFIG_SETTINGS;

export const GENERATION_CONFIG_KEYS: GenerationConfigKey[] = ["temperature", "max_tokens", "top_p"];

export type GenerationConfig = Record<GenerationConfigKey, number>;

export const defaultGenerationConfig = GENERATION_CONFIG_KEYS.reduce((acc, key) => {
	acc[key] = GENERATION_CONFIG_SETTINGS[key].default;
	return acc;
}, {} as GenerationConfig);

	interface GenerationKeySettings {
	default: number;
	step: number;
	min: number;
	max: number;
	label: string;
	}

	export const GENERATION_CONFIG_SETTINGS: Record<string, GenerationKeySettings> = {
	temperature: {
	default: 0.5,
	step: 0.1,
	min: 0,
	max: 2,
	label: "Temperature",
	},
	max_tokens: {
	default: 1024,
	step: 256,
	min: 0,
	max: 8192, // changed dynamically based on model
	label: "Max Tokens",
	},
	top_p: {
	default: 0.7,
	step: 0.1,
	min: 0,
	max: 1,
	label: "Top-P",
	},
	};

	export type GenerationConfigKey = keyof typeof GENERATION_CONFIG_SETTINGS;

	export const GENERATION_CONFIG_KEYS: GenerationConfigKey[] = ["temperature", "max_tokens", "top_p"];

	export type GenerationConfig = Record<GenerationConfigKey, number>;

	export const defaultGenerationConfig = GENERATION_CONFIG_KEYS.reduce((acc, key) => {
	acc[key] = GENERATION_CONFIG_SETTINGS[key].default;
	return acc;
	}, {} as GenerationConfig);