import type { ChatCompletionInput } from "@huggingface/tasks"; | |
export const GENERATION_CONFIG_KEYS = ["temperature", "max_tokens", "top_p"] as const; | |
export type GenerationConfigKey = (typeof GENERATION_CONFIG_KEYS)[number]; | |
export type GenerationConfig = Pick<ChatCompletionInput, GenerationConfigKey>; | |
interface GenerationKeySettings { | |
default: number; | |
step: number; | |
min: number; | |
max: number; | |
label: string; | |
} | |
export const GENERATION_CONFIG_SETTINGS: Record<GenerationConfigKey, 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 const defaultGenerationConfig = GENERATION_CONFIG_KEYS.reduce((acc, key) => { | |
acc[key] = GENERATION_CONFIG_SETTINGS[key].default; | |
return acc; | |
}, {} as GenerationConfig); | |