diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 4f3f3a3..82d5afd 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -29,7 +29,7 @@ jobs: - name: Upload default artifacts if: github.event_name != 'pull_request' - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: native-library-${{ matrix.os }} path: | @@ -39,7 +39,7 @@ jobs: - name: Upload bindings if: matrix.os == 'ubuntu-latest' && github.event_name != 'pull_request' - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: language-bindings path: | @@ -63,7 +63,7 @@ jobs: run: rm -rf packages/swift/Strathweb.Phi.Engine/.build - name: Upload artifact if: github.event_name != 'pull_request' - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: Strathweb.Phi.Engine-SwiftPackage path: packages/swift/Strathweb.Phi.Engine @@ -79,22 +79,22 @@ jobs: with: dotnet-version: '9.0.x' - name: Download Linux artifacts - uses: actions/download-artifact@v3 + uses: actions/download-artifact@v4 with: name: native-library-ubuntu-latest path: artifacts/linux - name: Download macOS artifacts - uses: actions/download-artifact@v3 + uses: actions/download-artifact@v4 with: name: native-library-macos-15 path: artifacts/macos - name: Download Windows artifacts - uses: actions/download-artifact@v3 + uses: actions/download-artifact@v4 with: name: native-library-windows-latest path: artifacts/windows - name: Download bindings - uses: actions/download-artifact@v3 + uses: actions/download-artifact@v4 with: name: language-bindings path: artifacts/bindings @@ -113,17 +113,17 @@ jobs: dotnet build -c Release dotnet pack -c Release - name: Upload NuGet package (Strathweb.Phi.Engine) - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: Strathweb.Phi.Engine path: packages/csharp/Strathweb.Phi.Engine/bin/Release/*.nupkg - name: Upload NuGet package (Strathweb.Phi.Engine.AutoGen) - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: Strathweb.Phi.Engine.AutoGen path: packages/csharp/Strathweb.Phi.Engine.AutoGen/bin/Release/*.nupkg - name: Upload NuGet package (Strathweb.Phi.Engine.Microsoft.Extensions.AI) - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: Strathweb.Phi.Engine.Microsoft.Extensions.AI path: packages/csharp/Strathweb.Phi.Engine.Microsoft.Extensions.AI/bin/Release/*.nupkg \ No newline at end of file diff --git a/README.md b/README.md index ceb19ec..e258f8b 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Strathweb Phi Engine -A cross-platform library for running Microsoft's [Phi-3](https://azure.microsoft.com/en-us/blog/introducing-phi-3-redefining-whats-possible-with-slms/) locally using [candle](https://github.com/huggingface/candle) in GGUF (quantized) and safe tensors (full models) format. +A cross-platform library for running Microsoft's [Phi-3](https://azure.microsoft.com/en-us/blog/introducing-phi-3-redefining-whats-possible-with-slms/) locally using [candle](https://github.com/huggingface/candle) in GGUF and safe tensors format. ## Supported platforms diff --git a/samples/swift/main.swift b/samples/swift/main.swift index 776cdc3..1f4c22f 100644 --- a/samples/swift/main.swift +++ b/samples/swift/main.swift @@ -1,56 +1,100 @@ import Foundation -let isQuantizedMode = CommandLine.arguments.contains("--quantized") +let (isGgufMode, isPhi4, isCpuMode) = ( + CommandLine.arguments.contains("--gguf"), + CommandLine.arguments.contains("--phi-4"), + CommandLine.arguments.contains("--cpu") +) -if isQuantizedMode { - print(" 🍃 Quantized mode is enabled.") -} else { - print(" đŸ’Ē Safe tensors mode is enabled.") -} +let formatMode = isGgufMode ? " 🍃 GGUF" : " đŸ’Ē Safe tensors" +let modelMode = isPhi4 ? " 🚀 Phi-4" : " 🚗 Phi-3" -let modelProvider = isQuantizedMode ? - PhiModelProvider.huggingFaceGguf(modelRepo: "microsoft/Phi-3-mini-4k-instruct-gguf", modelFileName: "Phi-3-mini-4k-instruct-q4.gguf", modelRevision: "main") : - PhiModelProvider.huggingFace(modelRepo: "microsoft/Phi-3-mini-4k-instruct", modelRevision: "main") +print("\(formatMode) mode is enabled.\n\(modelMode) mode is enabled.") + +let modelProvider = switch (isGgufMode, isPhi4) { + case (true, true): + PhiModelProvider.huggingFaceGguf( + modelRepo: "microsoft/phi-4-gguf", + modelFileName: "phi-4-q4.gguf", + modelRevision: "main" + ) + case (true, false): + PhiModelProvider.huggingFaceGguf( + modelRepo: "microsoft/Phi-3-mini-4k-instruct-gguf", + modelFileName: "Phi-3-mini-4k-instruct-q4.gguf", + modelRevision: "main" + ) + case (false, true): + PhiModelProvider.huggingFace( + modelRepo: "microsoft/phi-4", + modelRevision: "main" + ) + case (false, false): + PhiModelProvider.huggingFace( + modelRepo: "microsoft/Phi-3-mini-4k-instruct", + modelRevision: "main" + ) +} let inferenceOptionsBuilder = InferenceOptionsBuilder() try! inferenceOptionsBuilder.withTemperature(temperature: 0.9) try! inferenceOptionsBuilder.withSeed(seed: 146628346) +if isPhi4 { + try! inferenceOptionsBuilder.withChatFormat(chatFormat: ChatFormat.chatMl) +} let inferenceOptions = try! inferenceOptionsBuilder.build() let cacheDir = FileManager.default.currentDirectoryPath.appending("/.cache") class ModelEventsHandler: PhiEventHandler { - func onInferenceStarted() {} - - func onInferenceEnded() {} - + func onInferenceStarted() { + print(" â„šī¸ Inference started...") + } + func onInferenceEnded() { + print("\n â„šī¸ Inference ended.") + } func onInferenceToken(token: String) { print(token, terminator: "") } - func onModelLoaded() { print(""" - 🧠 Model loaded! -**************************************** -""") + 🧠 Model loaded! + **************************************** + """) } } let modelBuilder = PhiEngineBuilder() try! modelBuilder.withEventHandler(eventHandler: BoxedPhiEventHandler(handler: ModelEventsHandler())) -let gpuEnabled = try! modelBuilder.tryUseGpu() try! modelBuilder.withModelProvider(modelProvider: modelProvider) -let model = try! modelBuilder.buildStateful(cacheDir: cacheDir, systemInstruction: "You are a hockey poet. Be brief and polite.") +if isPhi4 { + try! modelBuilder.withTokenizerProvider(tokenizerProvider: .huggingFace( + tokenizerRepo: "microsoft/phi-4", + tokenizerFileName: "tokenizer.json" + )) +} + +if !isCpuMode { + let gpuEnabled = try! modelBuilder.tryUseGpu() + print(gpuEnabled ? " 🎮 GPU mode enabled." : " đŸ’ģ Tried GPU, but falling back to CPU.") +} else { + print(" đŸ’ģ CPU mode enabled.") +} -// Run inference -let result = try! model.runInference(promptText: "Write a haiku about ice hockey", inferenceOptions: inferenceOptions) +let model = try! modelBuilder.buildStateful( + cacheDir: cacheDir, + systemInstruction: "You are a hockey poet. Be brief and polite." +) -print(""" +let result = try! model.runInference( + promptText: "Write a haiku about ice hockey", + inferenceOptions: inferenceOptions +) +print(""" **************************************** 📝 Tokens Generated: \(result.tokenCount) đŸ–Ĩī¸ Tokens per second: \(result.tokensPerSecond) âąī¸ Duration: \(result.duration)s - đŸŽī¸ GPU enabled: \(gpuEnabled) """) \ No newline at end of file diff --git a/samples/swift/run.sh b/samples/swift/run.sh index 17b6fc0..019f873 100755 --- a/samples/swift/run.sh +++ b/samples/swift/run.sh @@ -15,7 +15,9 @@ swiftc *.swift \ -framework MetalPerformanceShaders \ -framework SystemConfiguration \ -lc++ \ - -O \ + -O -whole-module-optimization \ + -cross-module-optimization \ + -enforce-exclusivity=unchecked \ -o phi-engine-swift-sample ./phi-engine-swift-sample "$@" \ No newline at end of file diff --git a/strathweb-phi-engine/Cargo.lock b/strathweb-phi-engine/Cargo.lock index 7f7a2df..6993aa8 100644 --- a/strathweb-phi-engine/Cargo.lock +++ b/strathweb-phi-engine/Cargo.lock @@ -1,21 +1,21 @@ # This file is automatically @generated by Cargo. # It is not intended for manual editing. -version = 3 +version = 4 [[package]] name = "addr2line" -version = "0.21.0" +version = "0.24.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "8a30b2e23b9e17a9f90641c7ab1549cd9b44f296d3ccbf309d2863cfe398a0cb" +checksum = "dfbe277e56a376000877090da837660b4427aad530e3028d44e0bffe4f89a1c1" dependencies = [ "gimli", ] [[package]] -name = "adler" -version = "1.0.2" +name = "adler2" +version = "2.0.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe" +checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627" [[package]] name = "aho-corasick" @@ -28,15 +28,15 @@ dependencies = [ [[package]] name = "anyhow" -version = "1.0.82" +version = "1.0.96" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f538837af36e6f6a9be0faa67f9a314f8119e4e4b5867c6ab40ed60360142519" +checksum = "6b964d184e89d9b6b67dd2715bc8e74cf3107fb2b529990c90cf517326150bf4" [[package]] name = "arbitrary" -version = "1.3.2" +version = "1.4.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7d5a26814d8dcb93b0e5a0ff3c6d80a8843bafb21b39e8e18a6f05471870e110" +checksum = "dde20b3d026af13f561bdd0f15edf01fc734f0dafcedbaf42bba506a9517f223" dependencies = [ "derive_arbitrary", ] @@ -84,23 +84,23 @@ dependencies = [ [[package]] name = "autocfg" -version = "1.2.0" +version = "1.4.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f1fdabc7756949593fe60f30ec81974b613357de856987752631dea1e3394c80" +checksum = "ace50bade8e6234aa140d9a2f552bbee1db4d353f69b8217bc503490fc1a9f26" [[package]] name = "backtrace" -version = "0.3.71" +version = "0.3.74" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "26b05800d2e817c8b3b4b54abd461726265fa9789ae34330622f2db9ee696f9d" +checksum = "8d82cb332cdfaed17ae235a638438ac4d4839913cc2af585c3c6746e8f8bee1a" dependencies = [ "addr2line", - "cc", "cfg-if", "libc", "miniz_oxide", "object", "rustc-demangle", + "windows-targets 0.52.6", ] [[package]] @@ -162,9 +162,9 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a" [[package]] name = "bitflags" -version = "2.5.0" +version = "2.8.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "cf4b9d6a944f767f8e5e0db018570623c85f3d925ac718db4e06d0187adb21c1" +checksum = "8f68f53c83ab957f72c32642f3868eec03eb974d1fb82e453128456482613d36" [[package]] name = "block" @@ -174,24 +174,24 @@ checksum = "0d8c1fef690941d3e7788d328517591fecc684c084084702d6ff1641e993699a" [[package]] name = "bumpalo" -version = "3.16.0" +version = "3.17.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "79296716171880943b8470b5f8d03aa55eb2e645a4874bdbb28adb49162e012c" +checksum = "1628fb46dfa0b37568d12e5edd512553eccf6a22a78e8bde00bb4aed84d5bdbf" [[package]] name = "bytemuck" -version = "1.15.0" +version = "1.21.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "5d6d68c57235a3a081186990eca2867354726650f42f7516ca50c28d6281fd15" +checksum = "ef657dfab802224e671f5818e9a4935f9b1957ed18e58292690cc39e7a4092a3" dependencies = [ "bytemuck_derive", ] [[package]] name = "bytemuck_derive" -version = "1.6.0" +version = "1.8.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "4da9a32f3fed317401fa3c862968128267c3106685286e15d5aaa3d7389c2f60" +checksum = "3fa76293b4f7bb636ab88fd78228235b5248b4d05cc589aed610f954af5d7c7a" dependencies = [ "proc-macro2", "quote", @@ -206,31 +206,31 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b" [[package]] name = "bytes" -version = "1.6.0" +version = "1.10.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "514de17de45fdb8dc022b1a7975556c53c86f9f0aa5f534b98977b171857c2c9" +checksum = "f61dac84819c6588b558454b194026eb1f09c293b9036ae9b159e74e73ab6cf9" [[package]] name = "camino" -version = "1.1.6" +version = "1.1.9" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c59e92b5a388f549b863a7bea62612c09f24c8393560709a54558a9abdfb3b9c" +checksum = "8b96ec4966b5813e2c0507c1f86115c8c5abaadc3980879c3424042a02fd1ad3" dependencies = [ "serde", ] [[package]] name = "candle-core" -version = "0.7.2" +version = "0.8.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7e1a39b963e261c58017edf2007e5b63425ad21538aaaf51fe23d1da41703701" +checksum = "bef79e00300acaaa6b0b33168e2ed5050f06125d1add87e7103c40a119083581" dependencies = [ "byteorder", "candle-metal-kernels", - "gemm", + "gemm 0.17.1", "half", "memmap2", - "metal", + "metal 0.27.0", "num-traits", "num_cpus", "rand", @@ -238,17 +238,19 @@ dependencies = [ "rayon", "safetensors", "thiserror", + "ug", + "ug-metal", "yoke", "zip", ] [[package]] name = "candle-metal-kernels" -version = "0.7.2" +version = "0.8.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "166a92826d615d98b205e346e52128fa0439f2ab3302587403fdc558b4219e19" +checksum = "2395aa0bb5101ceee667018ee896cf6183ed97539dbf745ed5ae398a54b83d7e" dependencies = [ - "metal", + "metal 0.27.0", "once_cell", "thiserror", "tracing", @@ -256,14 +258,14 @@ dependencies = [ [[package]] name = "candle-nn" -version = "0.7.2" +version = "0.8.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "898f8d21b8bdf559a1c8635e2db8386b2134015cd3003c18c1a30a22a67daec6" +checksum = "e56763529af17e3483297e40fddeb2992117485498ec56a7c410c8a7825b7fee" dependencies = [ "candle-core", "candle-metal-kernels", "half", - "metal", + "metal 0.27.0", "num-traits", "rayon", "safetensors", @@ -273,9 +275,9 @@ dependencies = [ [[package]] name = "candle-transformers" -version = "0.7.2" +version = "0.8.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "06b8a130a8ac1d1e20696d89f7a52948902e037ad0eec085fceb77021007cfee" +checksum = "bf2ddc361689defc282e870f18b138940b2548276d075801052eee5d11293029" dependencies = [ "byteorder", "candle-core", @@ -292,9 +294,9 @@ dependencies = [ [[package]] name = "cargo-platform" -version = "0.1.8" +version = "0.1.9" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "24b1f0365a6c6bb4020cd05806fd0d33c44d38046b8bd7f0e40814b9763cabfc" +checksum = "e35af189006b9c0f00a064685c727031e3ed2d8020f7ba284d78cc2671bd36ea" dependencies = [ "serde", ] @@ -315,9 +317,12 @@ dependencies = [ [[package]] name = "cc" -version = "1.0.94" +version = "1.2.14" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "17f6e324229dc011159fcc089755d1e2e216a90d43a7dea6853ca740b84f35e7" +checksum = "0c3d1b2e905a3a7b00a6141adb0e4c0bb941d11caf55349d863942a1cc44e3c9" +dependencies = [ + "shlex", +] [[package]] name = "cfg-if" @@ -327,15 +332,15 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd" [[package]] name = "console" -version = "0.15.8" +version = "0.15.10" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0e1f83fc076bd6dd27517eacdf25fef6c4dfe5f1d7448bafaaf3a26f13b5e4eb" +checksum = "ea3c6ecd8059b57859df5c69830340ed3c41d30e3da0c1cbed90a96ac853041b" dependencies = [ "encode_unicode", - "lazy_static", "libc", + "once_cell", "unicode-width", - "windows-sys 0.52.0", + "windows-sys 0.59.0", ] [[package]] @@ -350,9 +355,9 @@ dependencies = [ [[package]] name = "core-foundation-sys" -version = "0.8.6" +version = "0.8.7" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "06ea2b9bc92be3c2baa9334a323ebca2d6f074ff852cd1d7b11064035cd3868f" +checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b" [[package]] name = "core-graphics-types" @@ -367,18 +372,18 @@ dependencies = [ [[package]] name = "crc32fast" -version = "1.4.0" +version = "1.4.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b3855a8a784b474f333699ef2bbca9db2c4a1f6d9088a90a2d25b1eb53111eaa" +checksum = "a97769d94ddab943e4510d138150169a2758b5ef3eb191a9ee688de3e23ef7b3" dependencies = [ "cfg-if", ] [[package]] name = "crossbeam-deque" -version = "0.8.5" +version = "0.8.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "613f8cc01fe9cf1a3eb3d7f488fd2fa8388403e97039e2f73692932e291a770d" +checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51" dependencies = [ "crossbeam-epoch", "crossbeam-utils", @@ -395,15 +400,15 @@ dependencies = [ [[package]] name = "crossbeam-utils" -version = "0.8.19" +version = "0.8.21" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "248e3bacc7dc6baa3b21e405ee045c3047101a49145e7e9eca583ab4c2ca5345" +checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28" [[package]] name = "crunchy" -version = "0.2.2" +version = "0.2.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7" +checksum = "43da5946c66ffcc7745f48db692ffbb10a83bfe0afd96235c5c2a4fb23994929" [[package]] name = "darling" @@ -442,9 +447,9 @@ dependencies = [ [[package]] name = "derive_arbitrary" -version = "1.3.2" +version = "1.4.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "67e77553c4162a157adbf834ebae5b415acbecbeafc7a74b0e886657506a7611" +checksum = "30542c1ad912e0e3d22a1935c290e12e8a29d704a420177a31faad4a601a0800" dependencies = [ "proc-macro2", "quote", @@ -453,18 +458,18 @@ dependencies = [ [[package]] name = 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"ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c" dependencies = [ "derive_builder_core", "syn", @@ -503,6 +508,17 @@ dependencies = [ "windows-sys 0.48.0", ] +[[package]] +name = "displaydoc" +version = "0.2.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0" +dependencies = [ + "proc-macro2", + "quote", + "syn", +] + [[package]] name = "dyn-stack" version = "0.10.0" @@ -513,34 +529,43 @@ dependencies = [ "reborrow", ] +[[package]] +name = "dyn-stack" +version = "0.13.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "490bd48eb68fffcfed519b4edbfd82c69cbe741d175b84f0e0cbe8c57cbe0bdd" +dependencies = [ + "bytemuck", +] + [[package]] name = "either" -version = "1.11.0" +version = "1.13.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a47c1c47d2f5964e29c61246e81db715514cd532db6b5116a25ea3c03d6780a2" +checksum = 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-checksum = "70dc5ec042f7a43c4a73241207cecc9873a06d45debb38b329f8541d85c2730f" +checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154" dependencies = [ - "bitflags 2.5.0", + "bitflags 2.8.0", "errno", "libc", "linux-raw-sys", - "windows-sys 0.52.0", + "windows-sys 0.59.0", ] [[package]] name = "rustls" -version = "0.22.4" +version = "0.23.23" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "bf4ef73721ac7bcd79b2b315da7779d8fc09718c6b3d2d1b2d94850eb8c18432" +checksum = "47796c98c480fce5406ef69d1c76378375492c3b0a0de587be0c1d9feb12f395" dependencies = [ "log", + "once_cell", "ring", "rustls-pki-types", "rustls-webpki", @@ -1789,32 +2213,38 @@ dependencies = [ [[package]] name = "rustls-pki-types" -version = "1.7.0" +version = "1.11.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "976295e77ce332211c0d24d92c0e83e50f5c5f046d11082cea19f3df13a3562d" +checksum = 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= "44f86c3acccc9c65b153fe1b85a3be07fe5515274ec9f0653b4a0875731c72a6" dependencies = [ "itoa", "memchr", @@ -1958,6 +2388,12 @@ dependencies = [ "lazy_static", ] +[[package]] +name = "shlex" +version = "1.3.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64" + [[package]] name = "siphasher" version = "0.3.11" @@ -1975,26 +2411,20 @@ dependencies = [ [[package]] name = "smallvec" -version = "1.13.2" +version = "1.14.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67" +checksum = "7fcf8323ef1faaee30a44a340193b1ac6814fd9b7b4e88e9d4519a3e4abe1cfd" [[package]] name = "socket2" -version = "0.5.7" +version = "0.5.8" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ce305eb0b4296696835b71df73eb912e0f1ffd2556a501fcede6e0c50349191c" +checksum = 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"3d61fa4ffa3de412bfea335c6ecff681de2b609ba3c77ef3e00e521813a9ed9e" dependencies = [ "backtrace", "bytes", "libc", "mio", - "num_cpus", "pin-project-lite", "socket2", "tokio-macros", - "windows-sys 0.48.0", + "windows-sys 0.52.0", ] [[package]] name = "tokio-macros" -version = "2.2.0" +version = "2.5.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "5b8a1e28f2deaa14e508979454cb3a223b10b938b45af148bc0986de36f1923b" +checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8" dependencies = [ "proc-macro2", "quote", @@ -2243,9 +2683,9 @@ dependencies = [ [[package]] name = "tokio-util" -version = "0.7.11" +version = "0.7.13" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9cf6b47b3771c49ac75ad09a6162f53ad4b8088b76ac60e8ec1455b31a189fe1" +checksum = "d7fcaa8d55a2bdd6b83ace262b016eca0d79ee02818c5c1bcdf0305114081078" dependencies = [ "bytes", "futures-core", @@ -2263,17 +2703,34 @@ dependencies = [ "serde", ] 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"784e0ac535deb450455cbfa28a6f0df145ea1bb7ae51b821cf5e7927fdcfbdd0" dependencies = [ "pin-project-lite", "tracing-attributes", @@ -2282,9 +2739,9 @@ dependencies = [ [[package]] name = "tracing-attributes" -version = "0.1.27" +version = "0.1.28" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7" +checksum = "395ae124c09f9e6918a2310af6038fba074bcf474ac352496d5910dd59a2226d" dependencies = [ "proc-macro2", "quote", @@ -2293,9 +2750,9 @@ dependencies = [ [[package]] name = "tracing-core" -version = "0.1.32" +version = "0.1.33" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54" +checksum = "e672c95779cf947c5311f83787af4fa8fffd12fb27e4993211a84bdfd9610f9c" dependencies = [ "once_cell", "valuable", @@ -2314,9 +2771,9 @@ dependencies = [ [[package]] name = "tracing-subscriber" -version = "0.3.18" +version = 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-version = "0.3.15" +name = "ug-metal" +version = "0.1.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "08f95100a766bf4f8f28f90d77e0a5461bbdb219042e7679bebe79004fed8d75" +checksum = "a02ddc17bf32f7dcaaf016b6735f7198082b82f122df7b3ca15d8ead5911ccef" +dependencies = [ + "half", + "metal 0.29.0", + "objc", + "serde", + "thiserror", + "ug", +] [[package]] -name = "unicode-ident" -version = "1.0.12" +name = "unicase" +version = "2.8.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b" +checksum = "75b844d17643ee918803943289730bec8aac480150456169e647ed0b576ba539" [[package]] -name = "unicode-normalization" -version = "0.1.23" +name = "unicode-ident" +version = "1.0.17" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a56d1686db2308d901306f92a263857ef59ea39678a5458e7cb17f01415101f5" -dependencies = [ - "tinyvec", -] +checksum = 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"0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a" [[package]] name = "walkdir" @@ -2597,25 +3082,35 @@ version = "0.11.0+wasi-snapshot-preview1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423" +[[package]] +name = "wasi" +version = "0.13.3+wasi-0.2.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "26816d2e1a4a36a2940b96c5296ce403917633dff8f3440e9b236ed6f6bacad2" +dependencies = [ + "wit-bindgen-rt", +] + [[package]] name = "wasm-bindgen" -version = "0.2.92" +version = "0.2.100" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "4be2531df63900aeb2bca0daaaddec08491ee64ceecbee5076636a3b026795a8" +checksum = "1edc8929d7499fc4e8f0be2262a241556cfc54a0bea223790e71446f2aab1ef5" dependencies = [ "cfg-if", + "once_cell", + "rustversion", "wasm-bindgen-macro", ] [[package]] name = "wasm-bindgen-backend" -version = "0.2.92" +version = "0.2.100" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "614d787b966d3989fa7bb98a654e369c762374fd3213d212cfc0251257e747da" +checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6" dependencies = [ "bumpalo", "log", - "once_cell", "proc-macro2", "quote", "syn", @@ -2624,21 +3119,22 @@ dependencies = [ [[package]] name = "wasm-bindgen-futures" -version = "0.4.42" +version = "0.4.50" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "76bc14366121efc8dbb487ab05bcc9d346b3b5ec0eaa76e46594cabbe51762c0" +checksum = "555d470ec0bc3bb57890405e5d4322cc9ea83cebb085523ced7be4144dac1e61" dependencies = [ "cfg-if", "js-sys", + "once_cell", "wasm-bindgen", "web-sys", ] [[package]] name = "wasm-bindgen-macro" -version = "0.2.92" +version = "0.2.100" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a1f8823de937b71b9460c0c34e25f3da88250760bec0ebac694b49997550d726" +checksum = 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"7088eed71e8b8dda258ecc8bac5fb1153c5cffaf2578fc8ff5d61e23578d3263" +checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3" [[package]] name = "windows_aarch64_msvc" @@ -2791,9 +3309,9 @@ checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc" [[package]] name = "windows_aarch64_msvc" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9985fd1504e250c615ca5f281c3f7a6da76213ebd5ccc9561496568a2752afb6" +checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469" [[package]] name = "windows_i686_gnu" @@ -2803,15 +3321,15 @@ checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e" [[package]] name = "windows_i686_gnu" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "88ba073cf16d5372720ec942a8ccbf61626074c6d4dd2e745299726ce8b89670" +checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b" [[package]] name = "windows_i686_gnullvm" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "87f4261229030a858f36b459e748ae97545d6f1ec60e5e0d6a3d32e0dc232ee9" +checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66" [[package]] name = "windows_i686_msvc" @@ -2821,9 +3339,9 @@ checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406" [[package]] name = "windows_i686_msvc" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "db3c2bf3d13d5b658be73463284eaf12830ac9a26a90c717b7f771dfe97487bf" +checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66" [[package]] name = "windows_x86_64_gnu" @@ -2833,9 +3351,9 @@ checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e" [[package]] name = "windows_x86_64_gnu" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "4e4246f76bdeff09eb48875a0fd3e2af6aada79d409d33011886d3e1581517d9" +checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78" [[package]] name = "windows_x86_64_gnullvm" @@ -2845,9 +3363,9 @@ checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc" [[package]] name = "windows_x86_64_gnullvm" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "852298e482cd67c356ddd9570386e2862b5673c85bd5f88df9ab6802b334c596" +checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d" [[package]] name = "windows_x86_64_msvc" @@ -2857,9 +3375,18 @@ checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538" [[package]] name = "windows_x86_64_msvc" -version = "0.52.5" +version = "0.52.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec" + +[[package]] +name = "winnow" +version = "0.7.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "bec47e5bfd1bff0eeaf6d8b485cc1074891a197ab4225d504cb7a1ab88b02bf0" +checksum = "0e7f4ea97f6f78012141bcdb6a216b2609f0979ada50b20ca5b52dde2eac2bb1" +dependencies = [ + "memchr", +] [[package]] name = "winreg" @@ -2871,11 +3398,32 @@ dependencies = [ "windows-sys 0.48.0", ] +[[package]] +name = "wit-bindgen-rt" +version = "0.33.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3268f3d866458b787f390cf61f4bbb563b922d091359f9608842999eaee3943c" +dependencies = [ + "bitflags 2.8.0", +] + +[[package]] +name = "write16" +version = "1.0.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d1890f4022759daae28ed4fe62859b1236caebfc61ede2f63ed4e695f3f6d936" + +[[package]] +name = "writeable" +version = "0.5.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1e9df38ee2d2c3c5948ea468a8406ff0db0b29ae1ffde1bcf20ef305bcc95c51" + [[package]] name = "yoke" -version = "0.7.3" +version = "0.7.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "65e71b2e4f287f467794c671e2b8f8a5f3716b3c829079a1c44740148eff07e4" +checksum = "120e6aef9aa629e3d4f52dc8cc43a015c7724194c97dfaf45180d2daf2b77f40" dependencies = [ "serde", "stable_deref_trait", @@ -2885,9 +3433,9 @@ dependencies = [ [[package]] name = "yoke-derive" -version = "0.7.3" +version = "0.7.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9e6936f0cce458098a201c245a11bef556c6a0181129c7034d10d76d1ec3a2b8" +checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154" dependencies = [ "proc-macro2", "quote", @@ -2895,20 +3443,41 @@ dependencies = [ "synstructure", ] +[[package]] +name = "zerocopy" +version = "0.7.35" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1b9b4fd18abc82b8136838da5d50bae7bdea537c574d8dc1a34ed098d6c166f0" +dependencies = [ + "byteorder", + "zerocopy-derive", +] + +[[package]] +name = "zerocopy-derive" +version = "0.7.35" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e" +dependencies = [ + "proc-macro2", + "quote", + "syn", +] + [[package]] name = "zerofrom" -version = "0.1.3" +version = "0.1.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "655b0814c5c0b19ade497851070c640773304939a6c0fd5f5fb43da0696d05b7" +checksum = "cff3ee08c995dee1859d998dea82f7374f2826091dd9cd47def953cae446cd2e" dependencies = [ "zerofrom-derive", ] [[package]] name = "zerofrom-derive" -version = "0.1.3" +version = "0.1.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "e6a647510471d372f2e6c2e6b7219e44d8c574d24fdc11c610a61455782f18c3" +checksum = "595eed982f7d355beb85837f651fa22e90b3c044842dc7f2c2842c086f295808" dependencies = [ "proc-macro2", "quote", @@ -2918,18 +3487,43 @@ dependencies = [ [[package]] name = "zeroize" -version = "1.7.0" +version = "1.8.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde" + +[[package]] +name = "zerovec" +version = "0.10.4" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "525b4ec142c6b68a2d10f01f7bbf6755599ca3f81ea53b8431b7dd348f5fdb2d" +checksum = "aa2b893d79df23bfb12d5461018d408ea19dfafe76c2c7ef6d4eba614f8ff079" +dependencies = [ + "yoke", + "zerofrom", + "zerovec-derive", +] + +[[package]] +name = "zerovec-derive" +version = "0.10.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6eafa6dfb17584ea3e2bd6e76e0cc15ad7af12b09abdd1ca55961bed9b1063c6" +dependencies = [ + "proc-macro2", + "quote", + "syn", +] [[package]] name = "zip" -version = "1.1.1" +version = "1.1.4" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f2655979068a1f8fa91cb9e8e5b9d3ee54d18e0ddc358f2f4a395afc0929a84b" +checksum = "9cc23c04387f4da0374be4533ad1208cbb091d5c11d070dfef13676ad6497164" dependencies = [ "arbitrary", - "byteorder", "crc32fast", "crossbeam-utils", + "displaydoc", + "indexmap", + "num_enum", + "thiserror", ] diff --git a/strathweb-phi-engine/Cargo.toml b/strathweb-phi-engine/Cargo.toml index a9e8859..d2641b1 100644 --- a/strathweb-phi-engine/Cargo.toml +++ b/strathweb-phi-engine/Cargo.toml @@ -10,9 +10,9 @@ crate-type = ["lib", "cdylib", "staticlib"] thiserror = "1.0" uniffi = { version = "0.25.0", features=["build"] } anyhow = "1.0.81" -candle-nn = { version = "0.7.2" } -candle-core = { version = "0.7.2" } -candle-transformers = { version = "0.7.2" } +candle-nn = { version = "0.8.3" } +candle-core = { version = "0.8.3" } +candle-transformers = { version = "0.8.3" } hf-hub = { version = "0.3.2", features = ["tokio"] } tokenizers = "0.19.1" once_cell = "1.19.0" @@ -21,8 +21,8 @@ tracing = "0.1.40" tracing-subscriber = "0.3.18" [target.aarch64-apple-darwin.dependencies] -candle-core = { version = "0.7.2", features = ["metal"] } -candle-transformers = { version = "0.7.2", features = ["metal"] } +candle-core = { version = "0.8.3", features = ["metal"] } +candle-transformers = { version = "0.8.3", features = ["metal"] } [build-dependencies] uniffi = { version = "0.25.0", features=["build"] } diff --git a/strathweb-phi-engine/src/engine.rs b/strathweb-phi-engine/src/engine.rs index d787496..6f3f5fb 100644 --- a/strathweb-phi-engine/src/engine.rs +++ b/strathweb-phi-engine/src/engine.rs @@ -27,6 +27,12 @@ pub enum Role { Assistant, } +#[derive(Clone, Debug)] +pub enum ChatFormat { + ChatML, // Phi-4 style with <|im_start|>, <|im_sep|>, <|im_end|> + Llama2, // Phi-3 style with <|system|>, <|end|>, etc. +} + #[derive(Debug, Clone)] pub struct InferenceOptions { pub token_count: u16, @@ -36,6 +42,7 @@ pub struct InferenceOptions { pub repeat_penalty: f32, pub repeat_last_n: u16, pub seed: u64, + pub chat_format: ChatFormat, } pub struct InferenceOptionsBuilder { @@ -53,6 +60,7 @@ impl InferenceOptionsBuilder { repeat_penalty: 1.0, repeat_last_n: 64, seed: 146628346, + chat_format: ChatFormat::Llama2, }), } } @@ -113,6 +121,14 @@ impl InferenceOptionsBuilder { Ok(()) } + pub fn with_chat_format(&self, chat_format: ChatFormat) -> Result<(), PhiError> { + let mut inner = self.inner.lock().map_err(|e| PhiError::LockingError { + error_text: e.to_string(), + })?; + inner.chat_format = chat_format; + Ok(()) + } + pub fn build(&self) -> Result { let inner = self.inner.lock().map_err(|e| PhiError::LockingError { error_text: e.to_string(), @@ -622,27 +638,51 @@ impl PhiEngine { role: Role::User, text: prompt_text.into(), }); - - let history_prompt = history - .iter() - .map(|entry| { - let role = match entry.role { - Role::User => "user", - Role::Assistant => "assistant", - }; - format!("\n<|{}|>{}<|end|>", role, entry.text) - }) - .collect::(); - - let prompt_with_history = { - // if system instruction is there, use it, otherwise construct prompt without system instruction - if let Some(system_instruction) = conversation_context.system_instruction.clone() { - format!("<|system|>{}<|end|>{}\n<|assistant|>\n", system_instruction, history_prompt) - } else { - format!("{}\n<|assistant|>\n", history_prompt) + + let history_prompt = match inference_options.chat_format { + ChatFormat::Llama2 => history + .iter() + .map(|entry| { + let role = match entry.role { + Role::User => "user", + Role::Assistant => "assistant", + }; + format!("\n<|{}|>{}<|end|>", role, entry.text) + }) + .collect::(), + ChatFormat::ChatML => history + .iter() + .map(|entry| { + let role = match entry.role { + Role::User => "user", + Role::Assistant => "assistant", + }; + format!("\n<|im_start|>{}<|im_sep|>{}<|im_end|>", role, entry.text) + }) + .collect::(), + }; + + let prompt_with_history = match inference_options.chat_format { + ChatFormat::Llama2 => { + if let Some(system_instruction) = conversation_context.system_instruction.clone() { + format!("<|system|>{}<|end|>{}\n<|assistant|>\n", + system_instruction, history_prompt) + } else { + format!("{}\n<|assistant|>\n", history_prompt) + } + } + ChatFormat::ChatML => { + if let Some(system_instruction) = conversation_context.system_instruction.clone() { + format!( + "<|im_start|>system<|im_sep|>{}<|im_end|>{}\n<|im_start|>assistant<|im_sep|>\n", + system_instruction, history_prompt + ) + } else { + format!("{}\n<|im_start|>assistant<|im_sep|>\n", history_prompt) + } } }; - + let mut pipeline = TextGenerator::new( &self.model, self.tokenizer.clone(), @@ -650,13 +690,12 @@ impl PhiEngine { &self.device, self.event_handler.clone(), ); - + let response = pipeline .run(&prompt_with_history, inference_options.token_count) .map_err(|e: E| PhiError::InferenceError { error_text: e.to_string(), })?; - Ok(response) } diff --git a/strathweb-phi-engine/src/lib.rs b/strathweb-phi-engine/src/lib.rs index b66ade5..74d6a13 100644 --- a/strathweb-phi-engine/src/lib.rs +++ b/strathweb-phi-engine/src/lib.rs @@ -16,6 +16,7 @@ use crate::engine::PhiModelProvider; use crate::engine::Role; use crate::engine::StatefulPhiEngine; use crate::engine::TokenizerProvider; +use crate::engine::ChatFormat; use once_cell::sync::Lazy; use thiserror::Error; diff --git a/strathweb-phi-engine/src/strathweb-phi-engine.udl b/strathweb-phi-engine/src/strathweb-phi-engine.udl index 71325a7..ec57dcd 100644 --- a/strathweb-phi-engine/src/strathweb-phi-engine.udl +++ b/strathweb-phi-engine/src/strathweb-phi-engine.udl @@ -10,6 +10,7 @@ dictionary InferenceOptions { f32 repeat_penalty; u16 repeat_last_n; u64 seed; + ChatFormat chat_format; }; interface InferenceOptionsBuilder { @@ -36,6 +37,9 @@ interface InferenceOptionsBuilder { [Throws=PhiError] void with_seed(u64 seed); + [Throws=PhiError] + void with_chat_format(ChatFormat chat_format); + [Throws=PhiError] InferenceOptions build(); }; @@ -120,6 +124,11 @@ enum Role { "User", }; +enum ChatFormat { + "Llama2", + "ChatML", +}; + callback interface PhiEventHandler { [Throws=PhiError] void on_model_loaded(); diff --git a/strathweb-phi-engine/src/text_generator.rs b/strathweb-phi-engine/src/text_generator.rs index a0e2dbe..d02143f 100644 --- a/strathweb-phi-engine/src/text_generator.rs +++ b/strathweb-phi-engine/src/text_generator.rs @@ -79,7 +79,6 @@ impl TextGenerator { debug!("Model is quantized: {}", quantized); let mut all_tokens = vec![]; - let mut next_token = if quantized { let mut next_token = 0; for (pos, token) in tokens.iter().enumerate() { @@ -116,12 +115,8 @@ impl TextGenerator { let endoftext_token = binding .get("<|endoftext|>") .ok_or_else(|| anyhow::Error::msg("No <|endoftext|> found"))?; - let end_token = binding - .get("<|end|>") - .ok_or_else(|| anyhow::Error::msg("No <|end|> found"))?; - let assistant_token = binding - .get("<|assistant|>") - .ok_or_else(|| anyhow::Error::msg("No <|assistant|> found"))?; + let end_token = binding.get("<|end|>"); + let assistant_token = binding.get("<|assistant|>"); let start_post_prompt = std::time::Instant::now(); let mut sampled = 0; @@ -172,8 +167,8 @@ impl TextGenerator { all_tokens.push(next_token); if &next_token == endoftext_token - || &next_token == end_token - || &next_token == assistant_token + || end_token.map_or(false, |token| &next_token == token) + || assistant_token.map_or(false, |token| &next_token == token) { info!("Breaking due to end token: {}", next_token); break;