add large v2 models
This commit is contained in:
Beingpax
parent
117ce1744f
commit
1a639ad2c8
@ -1,298 +1,320 @@
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import Foundation
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struct PredefinedModel: Identifiable, Hashable {
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let id = UUID()
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let name: String
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let displayName: String
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let size: String
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let supportedLanguages: [String: String]
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let description: String
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let speed: Double
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let accuracy: Double
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let ramUsage: Double
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let hash: String
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var downloadURL: String {
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"https://huggingface.co/ggerganov/whisper.cpp/resolve/main/\(filename)"
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}
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var filename: String {
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"\(name).bin"
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}
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func hash(into hasher: inout Hasher) {
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hasher.combine(id)
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}
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static func == (lhs: PredefinedModel, rhs: PredefinedModel) -> Bool {
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lhs.id == rhs.id
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}
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var isMultilingualModel: Bool {
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supportedLanguages.count > 1
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}
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var language: String {
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isMultilingualModel ? "Multilingual" : "English-only"
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}
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}
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enum PredefinedModels {
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static func getLanguageDictionary(isMultilingual: Bool, isLargeV3: Bool = false) -> [String:
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String]
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{
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if !isMultilingual {
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return ["en": "English"]
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} else if isLargeV3 {
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return allLanguages // Large v3 models support all languages including Cantonese
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} else {
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// Create a dictionary without Cantonese for non-Large v3 models
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var languagesWithoutCantonese = allLanguages
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languagesWithoutCantonese.removeValue(forKey: "yue")
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return languagesWithoutCantonese
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}
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}
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static let models: [PredefinedModel] = [
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PredefinedModel(
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name: "ggml-tiny",
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displayName: "Tiny",
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size: "75 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description: "Tiny model, fastest, least accurate, supports multiple languages",
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speed: 0.95,
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accuracy: 0.6,
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ramUsage: 0.3,
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hash: "bd577a113a864445d4c299885e0cb97d4ba92b5f"
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),
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PredefinedModel(
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name: "ggml-tiny.en",
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displayName: "Tiny (English)",
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size: "75 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: false),
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description: "Tiny model optimized for English, fastest, least accurate",
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speed: 0.95,
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accuracy: 0.65,
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ramUsage: 0.3,
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hash: "c78c86eb1a8faa21b369bcd33207cc90d64ae9df"
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),
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PredefinedModel(
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name: "ggml-base",
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displayName: "Base",
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size: "142 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description:
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"Base model, good balance of speed and accuracy, supports multiple languages",
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speed: 0.8,
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accuracy: 0.75,
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ramUsage: 0.5,
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hash: "465707469ff3a37a2b9b8d8f89f2f99de7299dac"
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),
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PredefinedModel(
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name: "ggml-base.en",
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displayName: "Base (English)",
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size: "142 MiB",
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supportedLanguages: PredefinedModels.getLanguageDictionary(isMultilingual: false),
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description: "Base model optimized for English, good balance of speed and accuracy",
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speed: 0.8,
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accuracy: 0.8,
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ramUsage: 0.5,
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hash: "137c40403d78fd54d454da0f9bd998f78703390c"
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),
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PredefinedModel(
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name: "ggml-small",
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displayName: "Small",
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size: "466 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description:
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"Small model, slower but more accurate than base, supports multiple languages",
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speed: 0.6,
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accuracy: 0.85,
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ramUsage: 0.7,
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hash: "55356645c2b361a969dfd0ef2c5a50d530afd8d5"
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),
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PredefinedModel(
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name: "ggml-small.en",
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displayName: "Small (English)",
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size: "466 MiB",
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supportedLanguages: PredefinedModels.getLanguageDictionary(isMultilingual: false),
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description: "Small model optimized for English, slower but more accurate than base",
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speed: 0.6,
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accuracy: 0.9,
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ramUsage: 0.7,
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hash: "db8a495a91d927739e50b3fc1cc4c6b8f6c2d022"
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),
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PredefinedModel(
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name: "ggml-medium",
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displayName: "Medium",
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size: "1.5 GiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description: "Medium model, slow but very accurate, supports multiple languages",
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speed: 0.4,
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accuracy: 0.92,
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ramUsage: 2.5,
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hash: "fd9727b6e1217c2f614f9b698455c4ffd82463b4"
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),
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PredefinedModel(
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name: "ggml-medium.en",
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displayName: "Medium (English)",
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size: "1.5 GiB",
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supportedLanguages: PredefinedModels.getLanguageDictionary(isMultilingual: false),
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description: "Medium model optimized for English, slow but very accurate",
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speed: 0.4,
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accuracy: 0.95,
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ramUsage: 2.0,
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hash: "8c30f0e44ce9560643ebd10bbe50cd20eafd3723"
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),
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PredefinedModel(
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name: "ggml-large-v3",
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displayName: "Large v3",
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size: "2.9 GiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true, isLargeV3: true),
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description: "Large model v3, very slow but most accurate, supports multiple languages",
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speed: 0.2,
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accuracy: 0.98,
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ramUsage: 3.9,
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hash: "ad82bf6a9043ceed055076d0fd39f5f186ff8062"
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),
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PredefinedModel(
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name: "ggml-large-v3-q5_0",
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displayName: "Large v3 (Quantized)",
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size: "1.1 GiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true, isLargeV3: true),
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description: "Quantized version of Large v3, faster with slightly lower accuracy",
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speed: 0.3,
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accuracy: 0.97,
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ramUsage: 1.5,
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hash: "e6e2ed78495d403bef4b7cff42ef4aaadcfea8de"
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),
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PredefinedModel(
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name: "ggml-large-v3-turbo",
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displayName: "Large v3 Turbo",
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size: "1.5 GiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true, isLargeV3: true),
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description:
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"Large model v3 Turbo, faster than v3 with similar accuracy, supports multiple languages",
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speed: 0.5,
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accuracy: 0.97,
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ramUsage: 1.8,
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hash: "4af2b29d7ec73d781377bfd1758ca957a807e941"
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),
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PredefinedModel(
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name: "ggml-large-v3-turbo-q5_0",
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displayName: "Large v3 Turbo (Quantized)",
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size: "547 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true, isLargeV3: true),
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description: "Quantized version of Large v3 Turbo, faster with slightly lower accuracy",
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speed: 0.6,
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accuracy: 0.96,
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ramUsage: 1.0,
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hash: "e050f7970618a659205450ad97eb95a18d69c9ee"
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),
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]
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static let allLanguages = [
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"auto": "Auto-detect",
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"af": "Afrikaans",
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"am": "Amharic",
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"ar": "Arabic",
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"as": "Assamese",
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"az": "Azerbaijani",
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"ba": "Bashkir",
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"be": "Belarusian",
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"bg": "Bulgarian",
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"bn": "Bengali",
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"bo": "Tibetan",
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"br": "Breton",
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"bs": "Bosnian",
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"ca": "Catalan",
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"cs": "Czech",
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"cy": "Welsh",
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"da": "Danish",
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"de": "German",
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"el": "Greek",
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"en": "English",
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"es": "Spanish",
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"et": "Estonian",
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"eu": "Basque",
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"fa": "Persian",
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"fi": "Finnish",
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"fo": "Faroese",
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"fr": "French",
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"ga": "Irish",
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"gl": "Galician",
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"gu": "Gujarati",
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"ha": "Hausa",
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"he": "Hebrew",
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"hi": "Hindi",
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"hr": "Croatian",
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"ht": "Haitian Creole",
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"hu": "Hungarian",
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"hy": "Armenian",
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"id": "Indonesian",
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"is": "Icelandic",
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"it": "Italian",
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"ja": "Japanese",
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"jw": "Javanese",
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"ka": "Georgian",
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"kk": "Kazakh",
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"km": "Khmer",
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"kn": "Kannada",
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"ko": "Korean",
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"la": "Latin",
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"lb": "Luxembourgish",
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"ln": "Lingala",
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"lo": "Lao",
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"lt": "Lithuanian",
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"lv": "Latvian",
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"mg": "Malagasy",
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"mi": "Maori",
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"mk": "Macedonian",
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"ml": "Malayalam",
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"mn": "Mongolian",
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"mr": "Marathi",
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"ms": "Malay",
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"mt": "Maltese",
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"my": "Myanmar",
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"ne": "Nepali",
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"nl": "Dutch",
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"nn": "Norwegian Nynorsk",
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"no": "Norwegian",
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"oc": "Occitan",
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"pa": "Punjabi",
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"pl": "Polish",
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"ps": "Pashto",
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"pt": "Portuguese",
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"ro": "Romanian",
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"ru": "Russian",
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"sa": "Sanskrit",
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"sd": "Sindhi",
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"si": "Sinhala",
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"sk": "Slovak",
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"sl": "Slovenian",
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"sn": "Shona",
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"so": "Somali",
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"sq": "Albanian",
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"sr": "Serbian",
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"su": "Sundanese",
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"sv": "Swedish",
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"sw": "Swahili",
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"ta": "Tamil",
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"te": "Telugu",
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"tg": "Tajik",
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"th": "Thai",
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"tk": "Turkmen",
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"tl": "Tagalog",
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"tr": "Turkish",
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"tt": "Tatar",
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"ug": "Uyghur",
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"uk": "Ukrainian",
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"ur": "Urdu",
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"uz": "Uzbek",
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"vi": "Vietnamese",
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"yi": "Yiddish",
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"yo": "Yoruba",
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"yue": "Cantonese",
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"zh": "Chinese",
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]
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}
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struct PredefinedModel: Identifiable, Hashable {
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let id = UUID()
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let name: String
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let displayName: String
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let size: String
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let supportedLanguages: [String: String]
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let description: String
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let speed: Double
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let accuracy: Double
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let ramUsage: Double
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let hash: String
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var downloadURL: String {
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"https://huggingface.co/ggerganov/whisper.cpp/resolve/main/\(filename)"
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}
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var filename: String {
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"\(name).bin"
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}
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func hash(into hasher: inout Hasher) {
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hasher.combine(id)
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}
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static func == (lhs: PredefinedModel, rhs: PredefinedModel) -> Bool {
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lhs.id == rhs.id
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}
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var isMultilingualModel: Bool {
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supportedLanguages.count > 1
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}
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var language: String {
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isMultilingualModel ? "Multilingual" : "English-only"
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}
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}
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enum PredefinedModels {
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static func getLanguageDictionary(isMultilingual: Bool, isLargeV3: Bool = false) -> [String:
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String]
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{
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if !isMultilingual {
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return ["en": "English"]
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} else if isLargeV3 {
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return allLanguages // Large v3 models support all languages including Cantonese
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} else {
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// Create a dictionary without Cantonese for non-Large v3 models
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var languagesWithoutCantonese = allLanguages
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languagesWithoutCantonese.removeValue(forKey: "yue")
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return languagesWithoutCantonese
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}
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}
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static let models: [PredefinedModel] = [
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PredefinedModel(
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name: "ggml-tiny",
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displayName: "Tiny",
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size: "75 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description: "Tiny model, fastest, least accurate, supports multiple languages",
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speed: 0.95,
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accuracy: 0.6,
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ramUsage: 0.3,
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hash: "bd577a113a864445d4c299885e0cb97d4ba92b5f"
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),
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PredefinedModel(
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name: "ggml-tiny.en",
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displayName: "Tiny (English)",
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size: "75 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: false),
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description: "Tiny model optimized for English, fastest, least accurate",
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speed: 0.95,
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accuracy: 0.65,
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ramUsage: 0.3,
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hash: "c78c86eb1a8faa21b369bcd33207cc90d64ae9df"
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),
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PredefinedModel(
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name: "ggml-base",
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displayName: "Base",
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size: "142 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description:
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"Base model, good balance of speed and accuracy, supports multiple languages",
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speed: 0.8,
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accuracy: 0.75,
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ramUsage: 0.5,
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hash: "465707469ff3a37a2b9b8d8f89f2f99de7299dac"
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),
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PredefinedModel(
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name: "ggml-base.en",
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displayName: "Base (English)",
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size: "142 MiB",
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supportedLanguages: PredefinedModels.getLanguageDictionary(isMultilingual: false),
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description: "Base model optimized for English, good balance of speed and accuracy",
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speed: 0.8,
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accuracy: 0.8,
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ramUsage: 0.5,
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hash: "137c40403d78fd54d454da0f9bd998f78703390c"
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),
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PredefinedModel(
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name: "ggml-small",
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displayName: "Small",
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size: "466 MiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description:
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"Small model, slower but more accurate than base, supports multiple languages",
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speed: 0.6,
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accuracy: 0.85,
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ramUsage: 0.7,
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hash: "55356645c2b361a969dfd0ef2c5a50d530afd8d5"
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),
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PredefinedModel(
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name: "ggml-small.en",
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displayName: "Small (English)",
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size: "466 MiB",
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supportedLanguages: PredefinedModels.getLanguageDictionary(isMultilingual: false),
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description: "Small model optimized for English, slower but more accurate than base",
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speed: 0.6,
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accuracy: 0.9,
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ramUsage: 0.7,
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hash: "db8a495a91d927739e50b3fc1cc4c6b8f6c2d022"
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),
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PredefinedModel(
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name: "ggml-medium",
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displayName: "Medium",
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size: "1.5 GiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description: "Medium model, slow but very accurate, supports multiple languages",
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speed: 0.4,
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accuracy: 0.92,
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ramUsage: 2.5,
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hash: "fd9727b6e1217c2f614f9b698455c4ffd82463b4"
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),
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PredefinedModel(
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name: "ggml-medium.en",
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displayName: "Medium (English)",
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size: "1.5 GiB",
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supportedLanguages: PredefinedModels.getLanguageDictionary(isMultilingual: false),
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description: "Medium model optimized for English, slow but very accurate",
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speed: 0.4,
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accuracy: 0.95,
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ramUsage: 2.0,
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hash: "8c30f0e44ce9560643ebd10bbe50cd20eafd3723"
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),
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PredefinedModel(
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name: "ggml-large-v2",
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displayName: "Large v2",
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size: "2.9 GiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description: "Large model v2, slower than Medium but more accurate, supports multiple languages",
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speed: 0.25,
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accuracy: 0.96,
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ramUsage: 3.8,
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hash: "0f4c8e30f21cf1769f637135f521436792c48186"
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),
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PredefinedModel(
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name: "ggml-large-v2-q5_0",
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displayName: "Large v2 (Quantized)",
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size: "1.1 GiB",
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supportedLanguages: getLanguageDictionary(isMultilingual: true),
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description: "Quantized version of Large v2, faster with slightly lower accuracy",
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speed: 0.35,
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accuracy: 0.95,
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ramUsage: 1.5,
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hash: "129fccc931774148e43113c57dd5a4e04891c04c"
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),
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PredefinedModel(
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name: "ggml-large-v3",
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displayName: "Large v3",
|
||||
size: "2.9 GiB",
|
||||
supportedLanguages: getLanguageDictionary(isMultilingual: true, isLargeV3: true),
|
||||
description: "Large model v3, very slow but most accurate, supports multiple languages",
|
||||
speed: 0.2,
|
||||
accuracy: 0.98,
|
||||
ramUsage: 3.9,
|
||||
hash: "ad82bf6a9043ceed055076d0fd39f5f186ff8062"
|
||||
),
|
||||
PredefinedModel(
|
||||
name: "ggml-large-v3-q5_0",
|
||||
displayName: "Large v3 (Quantized)",
|
||||
size: "1.1 GiB",
|
||||
supportedLanguages: getLanguageDictionary(isMultilingual: true, isLargeV3: true),
|
||||
description: "Quantized version of Large v3, faster with slightly lower accuracy",
|
||||
speed: 0.3,
|
||||
accuracy: 0.97,
|
||||
ramUsage: 1.5,
|
||||
hash: "e6e2ed78495d403bef4b7cff42ef4aaadcfea8de"
|
||||
),
|
||||
PredefinedModel(
|
||||
name: "ggml-large-v3-turbo",
|
||||
displayName: "Large v3 Turbo",
|
||||
size: "1.5 GiB",
|
||||
supportedLanguages: getLanguageDictionary(isMultilingual: true, isLargeV3: true),
|
||||
description:
|
||||
"Large model v3 Turbo, faster than v3 with similar accuracy, supports multiple languages",
|
||||
speed: 0.5,
|
||||
accuracy: 0.97,
|
||||
ramUsage: 1.8,
|
||||
hash: "4af2b29d7ec73d781377bfd1758ca957a807e941"
|
||||
),
|
||||
PredefinedModel(
|
||||
name: "ggml-large-v3-turbo-q5_0",
|
||||
displayName: "Large v3 Turbo (Quantized)",
|
||||
size: "547 MiB",
|
||||
supportedLanguages: getLanguageDictionary(isMultilingual: true, isLargeV3: true),
|
||||
description: "Quantized version of Large v3 Turbo, faster with slightly lower accuracy",
|
||||
speed: 0.6,
|
||||
accuracy: 0.96,
|
||||
ramUsage: 1.0,
|
||||
hash: "e050f7970618a659205450ad97eb95a18d69c9ee"
|
||||
),
|
||||
]
|
||||
|
||||
static let allLanguages = [
|
||||
"auto": "Auto-detect",
|
||||
"af": "Afrikaans",
|
||||
"am": "Amharic",
|
||||
"ar": "Arabic",
|
||||
"as": "Assamese",
|
||||
"az": "Azerbaijani",
|
||||
"ba": "Bashkir",
|
||||
"be": "Belarusian",
|
||||
"bg": "Bulgarian",
|
||||
"bn": "Bengali",
|
||||
"bo": "Tibetan",
|
||||
"br": "Breton",
|
||||
"bs": "Bosnian",
|
||||
"ca": "Catalan",
|
||||
"cs": "Czech",
|
||||
"cy": "Welsh",
|
||||
"da": "Danish",
|
||||
"de": "German",
|
||||
"el": "Greek",
|
||||
"en": "English",
|
||||
"es": "Spanish",
|
||||
"et": "Estonian",
|
||||
"eu": "Basque",
|
||||
"fa": "Persian",
|
||||
"fi": "Finnish",
|
||||
"fo": "Faroese",
|
||||
"fr": "French",
|
||||
"ga": "Irish",
|
||||
"gl": "Galician",
|
||||
"gu": "Gujarati",
|
||||
"ha": "Hausa",
|
||||
"he": "Hebrew",
|
||||
"hi": "Hindi",
|
||||
"hr": "Croatian",
|
||||
"ht": "Haitian Creole",
|
||||
"hu": "Hungarian",
|
||||
"hy": "Armenian",
|
||||
"id": "Indonesian",
|
||||
"is": "Icelandic",
|
||||
"it": "Italian",
|
||||
"ja": "Japanese",
|
||||
"jw": "Javanese",
|
||||
"ka": "Georgian",
|
||||
"kk": "Kazakh",
|
||||
"km": "Khmer",
|
||||
"kn": "Kannada",
|
||||
"ko": "Korean",
|
||||
"la": "Latin",
|
||||
"lb": "Luxembourgish",
|
||||
"ln": "Lingala",
|
||||
"lo": "Lao",
|
||||
"lt": "Lithuanian",
|
||||
"lv": "Latvian",
|
||||
"mg": "Malagasy",
|
||||
"mi": "Maori",
|
||||
"mk": "Macedonian",
|
||||
"ml": "Malayalam",
|
||||
"mn": "Mongolian",
|
||||
"mr": "Marathi",
|
||||
"ms": "Malay",
|
||||
"mt": "Maltese",
|
||||
"my": "Myanmar",
|
||||
"ne": "Nepali",
|
||||
"nl": "Dutch",
|
||||
"nn": "Norwegian Nynorsk",
|
||||
"no": "Norwegian",
|
||||
"oc": "Occitan",
|
||||
"pa": "Punjabi",
|
||||
"pl": "Polish",
|
||||
"ps": "Pashto",
|
||||
"pt": "Portuguese",
|
||||
"ro": "Romanian",
|
||||
"ru": "Russian",
|
||||
"sa": "Sanskrit",
|
||||
"sd": "Sindhi",
|
||||
"si": "Sinhala",
|
||||
"sk": "Slovak",
|
||||
"sl": "Slovenian",
|
||||
"sn": "Shona",
|
||||
"so": "Somali",
|
||||
"sq": "Albanian",
|
||||
"sr": "Serbian",
|
||||
"su": "Sundanese",
|
||||
"sv": "Swedish",
|
||||
"sw": "Swahili",
|
||||
"ta": "Tamil",
|
||||
"te": "Telugu",
|
||||
"tg": "Tajik",
|
||||
"th": "Thai",
|
||||
"tk": "Turkmen",
|
||||
"tl": "Tagalog",
|
||||
"tr": "Turkish",
|
||||
"tt": "Tatar",
|
||||
"ug": "Uyghur",
|
||||
"uk": "Ukrainian",
|
||||
"ur": "Urdu",
|
||||
"uz": "Uzbek",
|
||||
"vi": "Vietnamese",
|
||||
"yi": "Yiddish",
|
||||
"yo": "Yoruba",
|
||||
"yue": "Cantonese",
|
||||
"zh": "Chinese",
|
||||
]
|
||||
}
|
||||
Loading…
x
Reference in New Issue
Block a user