168 lines
5.6 KiB
Swift
168 lines
5.6 KiB
Swift
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 language: 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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}
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struct PredefinedModels {
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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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language: "Multilingual",
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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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language: "English",
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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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language: "Multilingual",
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description: "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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language: "English",
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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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language: "Multilingual",
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description: "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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language: "English",
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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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language: "Multilingual",
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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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language: "English",
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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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language: "Multilingual",
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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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language: "Multilingual",
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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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language: "Multilingual",
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description: "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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language: "Multilingual",
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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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}
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