From f8503807181815f19e359027828aac4a2bd3a690 Mon Sep 17 00:00:00 2001 From: Martin Evans Date: Sat, 4 Nov 2023 15:00:51 +0000 Subject: [PATCH 01/19] - Explicitly added `-DLLAMA_NATIVE=OFF` (i.e. disabling `march=native`) - Added `COMMON_DEFINE` env var which will contain all common defines for all platforms (experimental) --- .github/workflows/compile.yml | 17 ++++++++++------- 1 file changed, 10 insertions(+), 7 deletions(-) diff --git a/.github/workflows/compile.yml b/.github/workflows/compile.yml index 4039b0bb3..471a6863c 100644 --- a/.github/workflows/compile.yml +++ b/.github/workflows/compile.yml @@ -14,6 +14,9 @@ on: #schedule: # - cron: "22 22 * * 2" +env: + COMMON_DEFINE: -DLLAMA_NATIVE=OFF + jobs: compile-linux: name: Compile (Linux) @@ -22,13 +25,13 @@ jobs: matrix: include: - build: 'noavx' - defines: '-DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX=OFF -DLLAMA_AVX2=OFF -DLLAMA_FMA=OFF -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX=OFF -DLLAMA_AVX2=OFF -DLLAMA_FMA=OFF -DBUILD_SHARED_LIBS=ON' - build: 'avx2' - defines: '-DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DBUILD_SHARED_LIBS=ON' - build: 'avx' - defines: '-DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX2=OFF -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX2=OFF -DBUILD_SHARED_LIBS=ON' - build: 'avx512' - defines: '-DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX512=ON -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX512=ON -DBUILD_SHARED_LIBS=ON' runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 @@ -39,7 +42,7 @@ jobs: run: | mkdir build cd build - cmake .. ${{ matrix.defines }} + cmake .. ${{ env.COMMON_DEFINE }} ${{ matrix.defines }} cmake --build . --config Release -j ${env:NUMBER_OF_PROCESSORS} - uses: actions/upload-artifact@v3 with: @@ -117,7 +120,7 @@ jobs: run: | mkdir build cd build - cmake .. -DLLAMA_CUBLAS=ON -DBUILD_SHARED_LIBS=ON -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF + cmake .. -DLLAMA_NATIVE=OFF -DLLAMA_CUBLAS=ON -DBUILD_SHARED_LIBS=ON -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF cmake --build . --config Release -j ${env:NUMBER_OF_PROCESSORS} ls -R @@ -142,7 +145,7 @@ jobs: matrix: include: - build: 'metal' - defines: '-DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DBUILD_SHARED_LIBS=ON -DLLAMA_NATIVE=OFF -DCMAKE_OSX_ARCHITECTURES=arm64' + defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DBUILD_SHARED_LIBS=ON -DCMAKE_OSX_ARCHITECTURES=arm64' runs-on: macos-latest steps: - uses: actions/checkout@v3 From 32deb5602703e1bad297512813c91db58dca7f7e Mon Sep 17 00:00:00 2001 From: Martin Evans Date: Sat, 4 Nov 2023 15:08:05 +0000 Subject: [PATCH 02/19] Moved common defines into one single env var --- .github/workflows/compile.yml | 27 ++++++++++++++------------- 1 file changed, 14 insertions(+), 13 deletions(-) diff --git a/.github/workflows/compile.yml b/.github/workflows/compile.yml index 471a6863c..26de28b54 100644 --- a/.github/workflows/compile.yml +++ b/.github/workflows/compile.yml @@ -15,7 +15,8 @@ on: # - cron: "22 22 * * 2" env: - COMMON_DEFINE: -DLLAMA_NATIVE=OFF + # Compiler defines common to all platforms + COMMON_DEFINE: -DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DBUILD_SHARED_LIBS=ON jobs: compile-linux: @@ -25,13 +26,13 @@ jobs: matrix: include: - build: 'noavx' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX=OFF -DLLAMA_AVX2=OFF -DLLAMA_FMA=OFF -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_AVX=OFF -DLLAMA_AVX2=OFF -DLLAMA_FMA=OFF' - build: 'avx2' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DBUILD_SHARED_LIBS=ON' + defines: '' - build: 'avx' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX2=OFF -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_AVX2=OFF' - build: 'avx512' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX512=ON -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_AVX512=ON' runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 @@ -56,13 +57,13 @@ jobs: matrix: include: - build: 'noavx' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX=OFF -DLLAMA_AVX2=OFF -DLLAMA_FMA=OFF -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_AVX=OFF -DLLAMA_AVX2=OFF -DLLAMA_FMA=OFF' - build: 'avx2' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=OFF -DBUILD_SHARED_LIBS=ON' + defines: '' - build: 'avx' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX2=OFF -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_AVX2=OFF' - build: 'avx512' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=OFF -DLLAMA_AVX512=ON -DBUILD_SHARED_LIBS=ON' + defines: '-DLLAMA_AVX512=ON' runs-on: windows-latest steps: - uses: actions/checkout@v3 @@ -74,7 +75,7 @@ jobs: run: | mkdir build cd build - cmake .. ${{ matrix.defines }} + cmake .. ${{ env.COMMON_DEFINE }} ${{ matrix.defines }} cmake --build . --config Release -j ${env:NUMBER_OF_PROCESSORS} - name: Upload artifacts @@ -120,7 +121,7 @@ jobs: run: | mkdir build cd build - cmake .. -DLLAMA_NATIVE=OFF -DLLAMA_CUBLAS=ON -DBUILD_SHARED_LIBS=ON -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF + cmake .. ${{ env.COMMON_DEFINE }} -DLLAMA_CUBLAS=ON cmake --build . --config Release -j ${env:NUMBER_OF_PROCESSORS} ls -R @@ -145,7 +146,7 @@ jobs: matrix: include: - build: 'metal' - defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DLLAMA_BUILD_EXAMPLES=OFF -DLLAMA_BUILD_SERVER=OFF -DBUILD_SHARED_LIBS=ON -DCMAKE_OSX_ARCHITECTURES=arm64' + defines: '-DCMAKE_OSX_ARCHITECTURES=arm64' runs-on: macos-latest steps: - uses: actions/checkout@v3 @@ -160,7 +161,7 @@ jobs: run: | mkdir build cd build - cmake .. ${{ matrix.defines }} + cmake .. ${{ env.COMMON_DEFINE }} ${{ matrix.defines }} cmake --build . --config Release -j ${env:NUMBER_OF_PROCESSORS} - name: Upload artifacts uses: actions/upload-artifact@v3 From 46f01bbc944ea8ecca52e3216a68a3ed84679138 Mon Sep 17 00:00:00 2001 From: Yaohui Liu Date: Sun, 5 Nov 2023 17:16:50 +0800 Subject: [PATCH 03/19] feat(kernel-memory): avoid loading model twice. --- LLama.KernelMemory/BuilderExtensions.cs | 41 ++++++++++++++++- .../LLamaSharpTextEmbeddingGeneration.cs | 44 +++++++++++++++++-- LLama.KernelMemory/LlamaSharpConfig.cs | 2 +- .../LlamaSharpTextGeneration.cs | 31 +++++++++++-- 4 files changed, 108 insertions(+), 10 deletions(-) diff --git a/LLama.KernelMemory/BuilderExtensions.cs b/LLama.KernelMemory/BuilderExtensions.cs index 7d280b494..0b92ca6ed 100644 --- a/LLama.KernelMemory/BuilderExtensions.cs +++ b/LLama.KernelMemory/BuilderExtensions.cs @@ -4,6 +4,9 @@ using System.Linq; using System.Text; using System.Threading.Tasks; +using LLama; +using LLama.Common; +using Microsoft.KernelMemory.AI; namespace LLamaSharp.KernelMemory { @@ -24,6 +27,18 @@ public static KernelMemoryBuilder WithLLamaSharpTextEmbeddingGeneration(this Ker return builder; } + /// + /// Adds LLamaSharpTextEmbeddingGeneration to the KernelMemoryBuilder. + /// + /// The KernelMemoryBuilder instance. + /// The LLamaSharpTextEmbeddingGeneration instance. + /// The KernelMemoryBuilder instance with LLamaSharpTextEmbeddingGeneration added. + public static KernelMemoryBuilder WithLLamaSharpTextEmbeddingGeneration(this KernelMemoryBuilder builder, LLamaSharpTextEmbeddingGeneration textEmbeddingGeneration) + { + builder.WithCustomEmbeddingGeneration(textEmbeddingGeneration); + return builder; + } + /// /// Adds LLamaSharpTextGeneration to the KernelMemoryBuilder. /// @@ -36,6 +51,18 @@ public static KernelMemoryBuilder WithLLamaSharpTextGeneration(this KernelMemory return builder; } + /// + /// Adds LLamaSharpTextGeneration to the KernelMemoryBuilder. + /// + /// The KernelMemoryBuilder instance. + /// The LlamaSharpTextGeneration instance. + /// The KernelMemoryBuilder instance with LLamaSharpTextGeneration added. + public static KernelMemoryBuilder WithLLamaSharpTextGeneration(this KernelMemoryBuilder builder, LlamaSharpTextGeneration textGeneration) + { + builder.WithCustomTextGeneration(textGeneration); + return builder; + } + /// /// Adds LLamaSharpTextEmbeddingGeneration and LLamaSharpTextGeneration to the KernelMemoryBuilder. /// @@ -44,8 +71,18 @@ public static KernelMemoryBuilder WithLLamaSharpTextGeneration(this KernelMemory /// The KernelMemoryBuilder instance with LLamaSharpTextEmbeddingGeneration and LLamaSharpTextGeneration added. public static KernelMemoryBuilder WithLLamaSharpDefaults(this KernelMemoryBuilder builder, LLamaSharpConfig config) { - builder.WithLLamaSharpTextEmbeddingGeneration(config); - builder.WithLLamaSharpTextGeneration(config); + var parameters = new ModelParams(config.ModelPath) + { + ContextSize = config?.ContextSize ?? 2048, + Seed = config?.Seed ?? 0, + GpuLayerCount = config?.GpuLayerCount ?? 20 + }; + var weights = LLamaWeights.LoadFromFile(parameters); + var context = weights.CreateContext(parameters); + var executor = new StatelessExecutor(weights, parameters); + var embedder = new LLamaEmbedder(weights, parameters); + builder.WithLLamaSharpTextEmbeddingGeneration(new LLamaSharpTextEmbeddingGeneration(embedder)); + builder.WithLLamaSharpTextGeneration(new LlamaSharpTextGeneration(weights, context, executor)); return builder; } } diff --git a/LLama.KernelMemory/LLamaSharpTextEmbeddingGeneration.cs b/LLama.KernelMemory/LLamaSharpTextEmbeddingGeneration.cs index a1681e153..cebbbe64b 100644 --- a/LLama.KernelMemory/LLamaSharpTextEmbeddingGeneration.cs +++ b/LLama.KernelMemory/LLamaSharpTextEmbeddingGeneration.cs @@ -1,4 +1,5 @@ using LLama; +using LLama.Abstractions; using LLama.Common; using Microsoft.SemanticKernel.AI.Embeddings; using System; @@ -14,9 +15,11 @@ namespace LLamaSharp.KernelMemory /// public class LLamaSharpTextEmbeddingGeneration : ITextEmbeddingGeneration, IDisposable { - private readonly LLamaSharpConfig _config; + private readonly LLamaSharpConfig? _config; + private readonly LLamaWeights? _weights; private readonly LLamaEmbedder _embedder; - private readonly LLamaWeights _weights; + private bool _ownsEmbedder = false; + private bool _ownsWeights = false; /// /// Initializes a new instance of the class. @@ -28,13 +31,46 @@ public LLamaSharpTextEmbeddingGeneration(LLamaSharpConfig config) var @params = new ModelParams(_config.ModelPath); _weights = LLamaWeights.LoadFromFile(@params); _embedder = new LLamaEmbedder(_weights, @params); + _ownsWeights = true; + _ownsEmbedder = true; + } + + /// + /// Initializes a new instance of the class from reused weights. + /// + /// The configuration for LLamaSharp. + /// A LLamaWeights object. + public LLamaSharpTextEmbeddingGeneration(LLamaSharpConfig config, LLamaWeights weights) + { + this._config = config; + var @params = new ModelParams(_config.ModelPath); + _weights = weights; + _embedder = new LLamaEmbedder(_weights, @params); + _ownsEmbedder = true; + } + + /// + /// Initializes a new instance of the class from reused embedder. + /// + /// A LLamaEmbedder object. + public LLamaSharpTextEmbeddingGeneration(LLamaEmbedder embedder) + { + this._config = null; + this._weights = null; + _embedder = embedder; } /// public void Dispose() { - _embedder.Dispose(); - _weights.Dispose(); + if (_ownsWeights) + { + _weights?.Dispose(); + } + if(_ownsEmbedder) + { + _embedder.Dispose(); + } } /// diff --git a/LLama.KernelMemory/LlamaSharpConfig.cs b/LLama.KernelMemory/LlamaSharpConfig.cs index 2220bf719..7d3aefbef 100644 --- a/LLama.KernelMemory/LlamaSharpConfig.cs +++ b/LLama.KernelMemory/LlamaSharpConfig.cs @@ -7,7 +7,7 @@ namespace LLamaSharp.KernelMemory { /// - /// Represents the configuration for LLamaSharp. + /// Represents the configuration for LLamaSharp. Available properties are `ModelPath`, `ContextSize`, `Seed`, `GpuLayerCount`. /// public class LLamaSharpConfig { diff --git a/LLama.KernelMemory/LlamaSharpTextGeneration.cs b/LLama.KernelMemory/LlamaSharpTextGeneration.cs index abc534b3c..c3734ea4d 100644 --- a/LLama.KernelMemory/LlamaSharpTextGeneration.cs +++ b/LLama.KernelMemory/LlamaSharpTextGeneration.cs @@ -1,4 +1,5 @@ using LLama; +using LLama.Abstractions; using LLama.Common; using Microsoft.KernelMemory.AI; using System; @@ -14,10 +15,12 @@ namespace LLamaSharp.KernelMemory /// public class LlamaSharpTextGeneration : ITextGeneration, IDisposable { - private readonly LLamaSharpConfig _config; + private readonly LLamaSharpConfig? _config; private readonly LLamaWeights _weights; private readonly StatelessExecutor _executor; private readonly LLamaContext _context; + private bool _ownsContext = false; + private bool _ownsWeights = false; /// /// Initializes a new instance of the class. @@ -35,13 +38,35 @@ public LlamaSharpTextGeneration(LLamaSharpConfig config) _weights = LLamaWeights.LoadFromFile(parameters); _context = _weights.CreateContext(parameters); _executor = new StatelessExecutor(_weights, parameters); + _ownsWeights = _ownsContext = true; + } + + /// + /// Initializes a new instance of the class from reused weights, context and executor. + /// If executor is not specified, then a StatelessExecutor will be created with `context.Params`. So far only `StatelessExecutor` is expected. + /// + /// A LLamaWeights object. + /// A LLamaContext object. + /// An executor. Currently only StatelessExecutor is expected. + public LlamaSharpTextGeneration(LLamaWeights weights, LLamaContext context, StatelessExecutor? executor = null) + { + _config = null; + _weights = weights; + _context = context; + _executor = executor ?? new StatelessExecutor(_weights, _context.Params); } /// public void Dispose() { - _context.Dispose(); - _weights.Dispose(); + if (_ownsWeights) + { + _weights?.Dispose(); + } + if (_ownsContext) + { + _context.Dispose(); + } } /// From 46fb472d42a67ff05e29e3c8cd44fe1a7ae16c25 Mon Sep 17 00:00:00 2001 From: SignalRT Date: Sun, 5 Nov 2023 16:16:29 +0100 Subject: [PATCH 04/19] Align with llama.cpp b1488 --- LLama/Native/LLamaContextParams.cs | 38 ++++-- LLama/Native/NativeApi.Sampling.cs | 11 ++ LLama/runtimes/ggml-metal.metal | 196 ++++++++++++++++++++++++----- LLama/runtimes/libllama.dylib | Bin 851227 -> 872880 bytes 4 files changed, 204 insertions(+), 41 deletions(-) diff --git a/LLama/Native/LLamaContextParams.cs b/LLama/Native/LLamaContextParams.cs index 50f30c0ae..0a397a3d4 100644 --- a/LLama/Native/LLamaContextParams.cs +++ b/LLama/Native/LLamaContextParams.cs @@ -42,17 +42,41 @@ public struct LLamaContextParams public uint n_threads_batch; /// - /// ref: https://github.com/ggerganov/llama.cpp/pull/2054 - /// RoPE base frequency + /// RoPE scaling type, from `enum llama_rope_scaling_type` /// - public float rope_freq_base; + public sbyte rope_scaling_type; + /// - /// ref: https://github.com/ggerganov/llama.cpp/pull/2054 - /// RoPE frequency scaling factor + /// RoPE base frequency, 0 = from model /// - public float rope_freq_scale; - + public float rope_freq_base; + /// + /// RoPE frequency scaling factor, 0 = from model + /// + public float rope_freq_scale; + /// + /// YaRN extrapolation mix factor, NaN = from model + /// + public float yarn_ext_factor; + /// + /// YaRN magnitude scaling factor + /// + public float yarn_attn_factor; + /// + /// YaRN low correction dim + /// + public float yarn_beta_fast; + /// + /// YaRN high correction dim + /// + public float yarn_beta_slow; + + /// + /// YaRN original context size + /// + public uint yarn_orig_ctx; + /// /// if true, use experimental mul_mat_q kernels /// diff --git a/LLama/Native/NativeApi.Sampling.cs b/LLama/Native/NativeApi.Sampling.cs index e7ee32ba1..365acacfc 100644 --- a/LLama/Native/NativeApi.Sampling.cs +++ b/LLama/Native/NativeApi.Sampling.cs @@ -64,6 +64,17 @@ public static extern void llama_sample_repetition_penalties(SafeLLamaContextHand [DllImport(libraryName, CallingConvention = CallingConvention.Cdecl)] public static extern void llama_sample_top_p(SafeLLamaContextHandle ctx, ref LLamaTokenDataArrayNative candidates, float p, ulong min_keep); + /// + /// Minimum P sampling as described in https://github.com/ggerganov/llama.cpp/pull/3841 + /// + /// + /// Pointer to LLamaTokenDataArray + /// + /// + [DllImport(libraryName, CallingConvention = CallingConvention.Cdecl)] + public static extern void llama_sample_min_p(SafeLLamaContextHandle ctx, ref LLamaTokenDataArrayNative candidates, float p, ulong min_keep); + + /// /// Tail Free Sampling described in https://www.trentonbricken.com/Tail-Free-Sampling/. /// diff --git a/LLama/runtimes/ggml-metal.metal b/LLama/runtimes/ggml-metal.metal index f4b460564..7c35f23a7 100644 --- a/LLama/runtimes/ggml-metal.metal +++ b/LLama/runtimes/ggml-metal.metal @@ -184,36 +184,73 @@ kernel void kernel_soft_max( constant int64_t & ne00, constant int64_t & ne01, constant int64_t & ne02, - uint3 tgpig[[threadgroup_position_in_grid]], - uint3 tpitg[[thread_position_in_threadgroup]], - uint3 ntg[[threads_per_threadgroup]]) { - const int64_t i03 = tgpig[2]; - const int64_t i02 = tgpig[1]; - const int64_t i01 = tgpig[0]; + threadgroup float * buf [[threadgroup(0)]], + uint tgpig[[threadgroup_position_in_grid]], + uint tpitg[[thread_position_in_threadgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]], + uint tiisg[[thread_index_in_simdgroup]], + uint ntg[[threads_per_threadgroup]]) { + const int64_t i03 = (tgpig) / (ne02*ne01); + const int64_t i02 = (tgpig - i03*ne02*ne01) / ne01; + const int64_t i01 = (tgpig - i03*ne02*ne01 - i02*ne01); device const float * psrc0 = src0 + i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00; device float * pdst = dst + i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00; // parallel max - float lmax = tpitg[0] < ne00 ? psrc0[tpitg[0]] : -INFINITY; - for (int i00 = tpitg[0] + ntg[0]; i00 < ne00; i00 += ntg[0]) { + float lmax = tpitg < ne00 ? psrc0[tpitg] : -INFINITY; + + for (int i00 = tpitg + ntg; i00 < ne00; i00 += ntg) { lmax = MAX(lmax, psrc0[i00]); } - const float max = simd_max(lmax); + + float max = simd_max(lmax); + if (tiisg == 0) { + buf[sgitg] = max; + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + // broadcast, simd group number is ntg / 32 + for (uint i = ntg / 32 / 2; i > 0; i /= 2) { + if (tpitg < i) { + buf[tpitg] = MAX(buf[tpitg], buf[tpitg + i]); + } + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + max = buf[0]; // parallel sum float lsum = 0.0f; - for (int i00 = tpitg[0]; i00 < ne00; i00 += ntg[0]) { + for (int i00 = tpitg; i00 < ne00; i00 += ntg) { const float exp_psrc0 = exp(psrc0[i00] - max); lsum += exp_psrc0; // Remember the result of exp here. exp is expensive, so we really do not - // whish to compute it twice. + // wish to compute it twice. pdst[i00] = exp_psrc0; } - const float sum = simd_sum(lsum); + float sum = simd_sum(lsum); + if (tiisg == 0) { + buf[sgitg] = sum; + } + + threadgroup_barrier(mem_flags::mem_threadgroup); - for (int i00 = tpitg[0]; i00 < ne00; i00 += ntg[0]) { + // broadcast, simd group number is ntg / 32 + for (uint i = ntg / 32 / 2; i > 0; i /= 2) { + if (tpitg < i) { + buf[tpitg] += buf[tpitg + i]; + } + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + sum = buf[0]; + + for (int i00 = tpitg; i00 < ne00; i00 += ntg) { pdst[i00] /= sum; } } @@ -224,37 +261,73 @@ kernel void kernel_soft_max_4( constant int64_t & ne00, constant int64_t & ne01, constant int64_t & ne02, - uint3 tgpig[[threadgroup_position_in_grid]], - uint3 tpitg[[thread_position_in_threadgroup]], - uint3 ntg[[threads_per_threadgroup]]) { - const int64_t i03 = tgpig[2]; - const int64_t i02 = tgpig[1]; - const int64_t i01 = tgpig[0]; + threadgroup float * buf [[threadgroup(0)]], + uint tgpig[[threadgroup_position_in_grid]], + uint tpitg[[thread_position_in_threadgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]], + uint tiisg[[thread_index_in_simdgroup]], + uint ntg[[threads_per_threadgroup]]) { + const int64_t i03 = (tgpig) / (ne02*ne01); + const int64_t i02 = (tgpig - i03*ne02*ne01) / ne01; + const int64_t i01 = (tgpig - i03*ne02*ne01 - i02*ne01); device const float4 * psrc4 = (device const float4 *)(src0 + i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00); device float4 * pdst4 = (device float4 *)(dst + i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00); // parallel max - float4 lmax4 = tpitg[0] < ne00/4 ? psrc4[tpitg[0]] : -INFINITY; - for (int i00 = tpitg[0] + ntg[0]; i00 < ne00/4; i00 += ntg[0]) { + float4 lmax4 = tpitg < ne00/4 ? psrc4[tpitg] : -INFINITY; + + for (int i00 = tpitg + ntg; i00 < ne00/4; i00 += ntg) { lmax4 = fmax(lmax4, psrc4[i00]); } - float lmax = MAX(MAX(lmax4[0], lmax4[1]), MAX(lmax4[2], lmax4[3])); - const float max = simd_max(lmax); + const float lmax = MAX(MAX(lmax4[0], lmax4[1]), MAX(lmax4[2], lmax4[3])); + float max = simd_max(lmax); + if (tiisg == 0) { + buf[sgitg] = max; + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + // broadcast, simd group number is ntg / 32 + for (uint i = ntg / 32 / 2; i > 0; i /= 2) { + if (tpitg < i) { + buf[tpitg] = MAX(buf[tpitg], buf[tpitg + i]); + } + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + max = buf[0]; // parallel sum float4 lsum4 = 0.0f; - for (int i00 = tpitg[0]; i00 < ne00/4; i00 += ntg[0]) { + for (int i00 = tpitg; i00 < ne00/4; i00 += ntg) { const float4 exp_psrc4 = exp(psrc4[i00] - max); lsum4 += exp_psrc4; pdst4[i00] = exp_psrc4; } - float lsum = lsum4[0] + lsum4[1] + lsum4[2] + lsum4[3]; - const float sum = simd_sum(lsum); + const float lsum = lsum4[0] + lsum4[1] + lsum4[2] + lsum4[3]; + float sum = simd_sum(lsum); + if (tiisg == 0) { + buf[sgitg] = sum; + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + // broadcast, simd group number is ntg / 32 + for (uint i = ntg / 32 / 2; i > 0; i /= 2) { + if (tpitg < i) { + buf[tpitg] += buf[tpitg + i]; + } + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + sum = buf[0]; - for (int i00 = tpitg[0]; i00 < ne00/4; i00 += ntg[0]) { + for (int i00 = tpitg; i00 < ne00/4; i00 += ntg) { pdst4[i00] /= sum; } } @@ -274,7 +347,7 @@ kernel void kernel_diag_mask_inf( dst[i02*ne01*ne00 + i01*ne00 + i00] = -INFINITY; } else { dst[i02*ne01*ne00 + i01*ne00 + i00] = src0[i02*ne01*ne00 + i01*ne00 + i00]; - } + } } kernel void kernel_diag_mask_inf_8( @@ -988,6 +1061,45 @@ kernel void kernel_alibi_f32( } } +static float rope_yarn_ramp(const float low, const float high, const int i0) { + const float y = (i0 / 2 - low) / max(0.001f, high - low); + return 1.0f - min(1.0f, max(0.0f, y)); +} + +// YaRN algorithm based on LlamaYaRNScaledRotaryEmbedding.py from https://github.com/jquesnelle/yarn +// MIT licensed. Copyright (c) 2023 Jeffrey Quesnelle and Bowen Peng. +static void rope_yarn( + float theta_extrap, float freq_scale, float corr_dims[2], int64_t i0, float ext_factor, float mscale, + thread float * cos_theta, thread float * sin_theta +) { + // Get n-d rotational scaling corrected for extrapolation + float theta_interp = freq_scale * theta_extrap; + float theta = theta_interp; + if (ext_factor != 0.0f) { + float ramp_mix = rope_yarn_ramp(corr_dims[0], corr_dims[1], i0) * ext_factor; + theta = theta_interp * (1 - ramp_mix) + theta_extrap * ramp_mix; + + // Get n-d magnitude scaling corrected for interpolation + mscale *= 1.0f + 0.1f * log(1.0f / freq_scale); + } + *cos_theta = cos(theta) * mscale; + *sin_theta = sin(theta) * mscale; +} + +// Apparently solving `n_rot = 2pi * x * base^((2 * max_pos_emb) / n_dims)` for x, we get +// `corr_fac(n_rot) = n_dims * log(max_pos_emb / (n_rot * 2pi)) / (2 * log(base))` +static float rope_yarn_corr_factor(int n_dims, int n_orig_ctx, float n_rot, float base) { + return n_dims * log(n_orig_ctx / (n_rot * 2 * M_PI_F)) / (2 * log(base)); +} + +static void rope_yarn_corr_dims( + int n_dims, int n_orig_ctx, float freq_base, float beta_fast, float beta_slow, float dims[2] +) { + // start and end correction dims + dims[0] = max(0.0f, floor(rope_yarn_corr_factor(n_dims, n_orig_ctx, beta_fast, freq_base))); + dims[1] = min(n_dims - 1.0f, ceil(rope_yarn_corr_factor(n_dims, n_orig_ctx, beta_slow, freq_base))); +} + typedef void (rope_t)( device const void * src0, device const int32_t * src1, @@ -1011,8 +1123,13 @@ typedef void (rope_t)( constant int & n_past, constant int & n_dims, constant int & mode, + constant int & n_orig_ctx, constant float & freq_base, constant float & freq_scale, + constant float & ext_factor, + constant float & attn_factor, + constant float & beta_fast, + constant float & beta_slow, uint tiitg[[thread_index_in_threadgroup]], uint3 tptg[[threads_per_threadgroup]], uint3 tgpig[[threadgroup_position_in_grid]]); @@ -1041,8 +1158,13 @@ kernel void kernel_rope( constant int & n_past, constant int & n_dims, constant int & mode, + constant int & n_orig_ctx, constant float & freq_base, constant float & freq_scale, + constant float & ext_factor, + constant float & attn_factor, + constant float & beta_fast, + constant float & beta_slow, uint tiitg[[thread_index_in_threadgroup]], uint3 tptg[[threads_per_threadgroup]], uint3 tgpig[[threadgroup_position_in_grid]]) { @@ -1052,19 +1174,22 @@ kernel void kernel_rope( const bool is_neox = mode & 2; + float corr_dims[2]; + rope_yarn_corr_dims(n_dims, n_orig_ctx, freq_base, beta_fast, beta_slow, corr_dims); + device const int32_t * pos = src1; const int64_t p = pos[i2]; - const float theta_0 = freq_scale * (float)p; + const float theta_0 = (float)p; const float inv_ndims = -1.f/n_dims; if (!is_neox) { for (int64_t i0 = 2*tiitg; i0 < ne0; i0 += 2*tptg.x) { const float theta = theta_0 * pow(freq_base, inv_ndims*i0); - const float cos_theta = cos(theta); - const float sin_theta = sin(theta); + float cos_theta, sin_theta; + rope_yarn(theta, freq_scale, corr_dims, i0, ext_factor, attn_factor, &cos_theta, &sin_theta); device const T * const src = (device T *)((device char *) src0 + i3*nb03 + i2*nb02 + i1*nb01 + i0*nb00); device T * dst_data = (device T *)((device char *) dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0); @@ -1079,9 +1204,12 @@ kernel void kernel_rope( for (int64_t ib = 0; ib < ne0/n_dims; ++ib) { for (int64_t ic = 2*tiitg; ic < n_dims; ic += 2*tptg.x) { - const float theta = theta_0 * pow(freq_base, inv_ndims*ic - ib); - const float cos_theta = cos(theta); - const float sin_theta = sin(theta); + // simplified from `(ib * n_dims + ic) * inv_ndims` + const float cur_rot = inv_ndims*ic - ib; + + const float theta = theta_0 * pow(freq_base, cur_rot); + float cos_theta, sin_theta; + rope_yarn(theta, freq_scale, corr_dims, cur_rot, ext_factor, attn_factor, &cos_theta, &sin_theta); const int64_t i0 = ib*n_dims + ic/2; diff --git 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internal static class KeyValuePairExtensions { -#if NETSTANDARD2_0 +#if NETSTANDARD2_0_OR_GREATER /// /// Deconstruct a KeyValuePair into it's constituent parts. /// @@ -19,5 +19,7 @@ public static void Deconstruct(this System.Collections.Generic.Key first = pair.Key; second = pair.Value; } +#elif !NET6_0_OR_GREATER +#error Target framework not supported! #endif } \ No newline at end of file diff --git a/LLama/Extensions/ListExtensions.cs b/LLama/Extensions/ListExtensions.cs index 11a1d4f00..08a841bdd 100644 --- a/LLama/Extensions/ListExtensions.cs +++ b/LLama/Extensions/ListExtensions.cs @@ -5,12 +5,14 @@ namespace LLama.Extensions { internal static class ListExtensions { -#if NETSTANDARD2_0 +#if NETSTANDARD2_0_OR_GREATER public static void EnsureCapacity(this List list, int capacity) { if (list.Capacity < capacity) list.Capacity = capacity; } +#elif !NET6_0_OR_GREATER +#error Target framework not supported! #endif public static void AddSpan(this List list, ReadOnlySpan items) From df310e15da331647ba1aff2dfffe22df51cb0880 Mon Sep 17 00:00:00 2001 From: Udayshankar Ravikumar Date: Tue, 7 Nov 2023 04:16:14 +0530 Subject: [PATCH 13/19] Fixed preprocessor directives --- LLama/Extensions/DictionaryExtensions.cs | 4 ++-- LLama/Extensions/EncodingExtensions.cs | 4 ++-- LLama/Extensions/IEnumerableExtensions.cs | 4 ++-- LLama/Extensions/KeyValuePairExtensions.cs | 4 ++-- LLama/Extensions/ListExtensions.cs | 2 +- 5 files changed, 9 insertions(+), 9 deletions(-) diff --git a/LLama/Extensions/DictionaryExtensions.cs b/LLama/Extensions/DictionaryExtensions.cs index 326a16868..1af0e9e1f 100644 --- a/LLama/Extensions/DictionaryExtensions.cs +++ b/LLama/Extensions/DictionaryExtensions.cs @@ -4,12 +4,12 @@ namespace LLama.Extensions { internal static class DictionaryExtensions { -#if NETSTANDARD2_0_OR_GREATER +#if NETSTANDARD2_0 public static TValue GetValueOrDefault(this IReadOnlyDictionary dictionary, TKey key, TValue defaultValue) { return GetValueOrDefaultImpl(dictionary, key, defaultValue); } -#elif !NET6_0_OR_GREATER +#elif !NET6_0_OR_GREATER && !NETSTANDARD2_1_OR_GREATER #error Target framework not supported! #endif diff --git a/LLama/Extensions/EncodingExtensions.cs b/LLama/Extensions/EncodingExtensions.cs index 7766c244c..5005b16c1 100644 --- a/LLama/Extensions/EncodingExtensions.cs +++ b/LLama/Extensions/EncodingExtensions.cs @@ -5,7 +5,7 @@ namespace LLama.Extensions; internal static class EncodingExtensions { -#if NETSTANDARD2_0_OR_GREATER +#if NETSTANDARD2_0 public static int GetChars(this Encoding encoding, ReadOnlySpan bytes, Span output) { return GetCharsImpl(encoding, bytes, output); @@ -15,7 +15,7 @@ public static int GetCharCount(this Encoding encoding, ReadOnlySpan bytes) { return GetCharCountImpl(encoding, bytes); } -#elif !NET6_0_OR_GREATER +#elif !NET6_0_OR_GREATER && !NETSTANDARD2_1_OR_GREATER #error Target framework not supported! #endif diff --git a/LLama/Extensions/IEnumerableExtensions.cs b/LLama/Extensions/IEnumerableExtensions.cs index ab1a2a784..17428d297 100644 --- a/LLama/Extensions/IEnumerableExtensions.cs +++ b/LLama/Extensions/IEnumerableExtensions.cs @@ -5,12 +5,12 @@ namespace LLama.Extensions { internal static class IEnumerableExtensions { -#if NETSTANDARD2_0_OR_GREATER +#if NETSTANDARD2_0 public static IEnumerable TakeLast(this IEnumerable source, int count) { return TakeLastImpl(source, count); } -#elif !NET6_0_OR_GREATER +#elif !NET6_0_OR_GREATER && !NETSTANDARD2_1_OR_GREATER #error Target framework not supported! #endif diff --git a/LLama/Extensions/KeyValuePairExtensions.cs b/LLama/Extensions/KeyValuePairExtensions.cs index 610701b7d..233195ed0 100644 --- a/LLama/Extensions/KeyValuePairExtensions.cs +++ b/LLama/Extensions/KeyValuePairExtensions.cs @@ -5,7 +5,7 @@ /// internal static class KeyValuePairExtensions { -#if NETSTANDARD2_0_OR_GREATER +#if NETSTANDARD2_0 /// /// Deconstruct a KeyValuePair into it's constituent parts. /// @@ -19,7 +19,7 @@ public static void Deconstruct(this System.Collections.Generic.Key first = pair.Key; second = pair.Value; } -#elif !NET6_0_OR_GREATER +#elif !NET6_0_OR_GREATER && !NETSTANDARD2_1_OR_GREATER #error Target framework not supported! #endif } \ No newline at end of file diff --git a/LLama/Extensions/ListExtensions.cs b/LLama/Extensions/ListExtensions.cs index 08a841bdd..003797dc1 100644 --- a/LLama/Extensions/ListExtensions.cs +++ b/LLama/Extensions/ListExtensions.cs @@ -5,7 +5,7 @@ namespace LLama.Extensions { internal static class ListExtensions { -#if NETSTANDARD2_0_OR_GREATER +#if NETSTANDARD2_0 || NETSTANDARD2_1 public static void EnsureCapacity(this List list, int capacity) { if (list.Capacity < capacity) From a288e7c02bf0cc7b74aaca989e6dbd3913040db5 Mon Sep 17 00:00:00 2001 From: Philipp Bauer Date: Mon, 6 Nov 2023 18:20:07 -0600 Subject: [PATCH 14/19] Prevent duplication of user prompts / chat history in ChatSession. The way ChatSession.ChatAsync was using the provided methods from a IHistoryTransform interface implementation created unexpected duplication of the chat history messages. It also prevented loading previous history into the current session. --- LLama/ChatSession.cs | 50 ++++++++++++++++++++++++++++++++------------ 1 file changed, 37 insertions(+), 13 deletions(-) diff --git a/LLama/ChatSession.cs b/LLama/ChatSession.cs index 457e7e487..358d70c32 100644 --- a/LLama/ChatSession.cs +++ b/LLama/ChatSession.cs @@ -95,11 +95,11 @@ public virtual void SaveSession(string path) Directory.CreateDirectory(path); } _executor.Context.SaveState(Path.Combine(path, _modelStateFilename)); - if(Executor is StatelessExecutor) + if (Executor is StatelessExecutor) { } - else if(Executor is StatefulExecutorBase statefulExecutor) + else if (Executor is StatefulExecutorBase statefulExecutor) { statefulExecutor.SaveState(Path.Combine(path, _executorStateFilename)); } @@ -135,30 +135,54 @@ public virtual void LoadSession(string path) } /// - /// Get the response from the LLama model. Note that prompt could not only be the preset words, - /// but also the question you want to ask. + /// Generates a response for a given user prompt and manages history state for the user. + /// This will always pass the whole history to the model. Don't pass a whole history + /// to this method as the user prompt will be appended to the history of the current session. + /// If more control is needed, use the other overload of this method that accepts a ChatHistory object. /// /// /// /// - /// + /// Returns generated tokens of the assistant message. public async IAsyncEnumerable ChatAsync(string prompt, IInferenceParams? inferenceParams = null, [EnumeratorCancellation] CancellationToken cancellationToken = default) { - foreach(var inputTransform in InputTransformPipeline) + foreach (var inputTransform in InputTransformPipeline) prompt = inputTransform.Transform(prompt); - - History.Messages.AddRange(HistoryTransform.TextToHistory(AuthorRole.User, prompt).Messages); + + History.Messages.Add(new ChatHistory.Message(AuthorRole.User, prompt)); + + string internalPrompt = HistoryTransform.HistoryToText(History); + StringBuilder sb = new(); - await foreach (var result in ChatAsyncInternal(prompt, inferenceParams, cancellationToken)) + + await foreach (var result in ChatAsyncInternal(internalPrompt, inferenceParams, cancellationToken)) { yield return result; sb.Append(result); } - History.Messages.AddRange(HistoryTransform.TextToHistory(AuthorRole.Assistant, sb.ToString()).Messages); + + string assistantMessage = sb.ToString(); + + // Remove end tokens from the assistant message + // if defined in inferenceParams.AntiPrompts. + // We only want the response that was generated and not tokens + // that are delimiting the beginning or end of the response. + if (inferenceParams?.AntiPrompts != null) + { + foreach (var stopToken in inferenceParams.AntiPrompts) + { + assistantMessage = assistantMessage.Replace(stopToken, ""); + } + } + + History.Messages.Add(new ChatHistory.Message(AuthorRole.Assistant, assistantMessage)); } /// - /// Get the response from the LLama model with chat histories. + /// Generates a response for a given chat history. This method does not manage history state for the user. + /// If you want to e.g. truncate the history of a session to fit into the model's context window, + /// use this method and pass the truncated history to it. If you don't need this control, use the other + /// overload of this method that accepts a user prompt instead. /// /// /// @@ -167,14 +191,14 @@ public async IAsyncEnumerable ChatAsync(string prompt, IInferenceParams? public async IAsyncEnumerable ChatAsync(ChatHistory history, IInferenceParams? inferenceParams = null, [EnumeratorCancellation] CancellationToken cancellationToken = default) { var prompt = HistoryTransform.HistoryToText(history); - History.Messages.AddRange(HistoryTransform.TextToHistory(AuthorRole.User, prompt).Messages); + StringBuilder sb = new(); + await foreach (var result in ChatAsyncInternal(prompt, inferenceParams, cancellationToken)) { yield return result; sb.Append(result); } - History.Messages.AddRange(HistoryTransform.TextToHistory(AuthorRole.Assistant, sb.ToString()).Messages); } private async IAsyncEnumerable ChatAsyncInternal(string prompt, IInferenceParams? inferenceParams = null, [EnumeratorCancellation] CancellationToken cancellationToken = default) From 4071c1f5fcf2976246469100e756cd4a5a76e016 Mon Sep 17 00:00:00 2001 From: Udayshankar Ravikumar Date: Tue, 7 Nov 2023 14:05:00 +0530 Subject: [PATCH 15/19] Updated preprocessor directives --- LLama/Common/FixedSizeQueue.cs | 2 -- LLama/Extensions/ListExtensions.cs | 4 +--- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/LLama/Common/FixedSizeQueue.cs b/LLama/Common/FixedSizeQueue.cs index 4b665969e..37fb1cf51 100644 --- a/LLama/Common/FixedSizeQueue.cs +++ b/LLama/Common/FixedSizeQueue.cs @@ -48,8 +48,6 @@ public FixedSizeQueue(int size, IEnumerable data) // in which case we'll have to check later if (data.TryGetNonEnumeratedCount(out var dataCount) && dataCount > size) throw new ArgumentException($"The max size set for the quene is {size}, but got {dataCount} initial values."); -#elif !NETSTANDARD2_0_OR_GREATER -#error Target framework not supported! #endif // Size of "data" is unknown, copy it all into a list diff --git a/LLama/Extensions/ListExtensions.cs b/LLama/Extensions/ListExtensions.cs index 003797dc1..eb30a07a0 100644 --- a/LLama/Extensions/ListExtensions.cs +++ b/LLama/Extensions/ListExtensions.cs @@ -5,14 +5,12 @@ namespace LLama.Extensions { internal static class ListExtensions { -#if NETSTANDARD2_0 || NETSTANDARD2_1 +#if !NET6_0_OR_GREATER public static void EnsureCapacity(this List list, int capacity) { if (list.Capacity < capacity) list.Capacity = capacity; } -#elif !NET6_0_OR_GREATER -#error Target framework not supported! #endif public static void AddSpan(this List list, ReadOnlySpan items) From db1bc741b039b6944a61477486a6e3c4ec10d51d Mon Sep 17 00:00:00 2001 From: Martin Evans Date: Tue, 7 Nov 2023 19:41:44 +0000 Subject: [PATCH 16/19] Modified `ContextSize` in parameters to be nullable. A null value means autodetect from the model. --- LLama.Web/Common/ModelOptions.cs | 4 +- LLama/Abstractions/IContextParams.cs | 4 +- LLama/Common/ModelParams.cs | 101 ++++++------------- LLama/Extensions/IContextParamsExtensions.cs | 2 +- LLama/Native/LLamaContextParams.cs | 2 +- 5 files changed, 38 insertions(+), 75 deletions(-) diff --git a/LLama.Web/Common/ModelOptions.cs b/LLama.Web/Common/ModelOptions.cs index 6a63ccc31..8cbf2f091 100644 --- a/LLama.Web/Common/ModelOptions.cs +++ b/LLama.Web/Common/ModelOptions.cs @@ -17,9 +17,9 @@ public class ModelOptions public int MaxInstances { get; set; } /// - /// Model context size (n_ctx) + /// Model context size (n_ctx). Null to use value from model. /// - public uint ContextSize { get; set; } = 512; + public uint? ContextSize { get; set; } /// /// the GPU that is used for scratch and small tensors diff --git a/LLama/Abstractions/IContextParams.cs b/LLama/Abstractions/IContextParams.cs index 8ff6d7ccf..a2ac24f1a 100644 --- a/LLama/Abstractions/IContextParams.cs +++ b/LLama/Abstractions/IContextParams.cs @@ -8,9 +8,9 @@ namespace LLama.Abstractions; public interface IContextParams { /// - /// Model context size (n_ctx) + /// Model context size (n_ctx). Null to use value from model file. /// - uint ContextSize { get; set; } + uint? ContextSize { get; set; } /// /// batch size for prompt processing (must be >=32 to use BLAS) (n_batch) diff --git a/LLama/Common/ModelParams.cs b/LLama/Common/ModelParams.cs index ee5bd3e4c..9561e482e 100644 --- a/LLama/Common/ModelParams.cs +++ b/LLama/Common/ModelParams.cs @@ -12,105 +12,68 @@ namespace LLama.Common public record ModelParams : ILLamaParams { - /// - /// Model context size (n_ctx) - /// - public uint ContextSize { get; set; } = 512; - /// - /// the GPU that is used for scratch and small tensors - /// + /// + public uint? ContextSize { get; set; } + + /// public int MainGpu { get; set; } = 0; - /// - /// Number of layers to run in VRAM / GPU memory (n_gpu_layers) - /// + /// public int GpuLayerCount { get; set; } = 20; - /// - /// Seed for the random number generator (seed) - /// + + /// public uint Seed { get; set; } = 0xFFFFFFFF; - /// - /// Use f16 instead of f32 for memory kv (memory_f16) - /// + + /// public bool UseFp16Memory { get; set; } = true; - /// - /// Use mmap for faster loads (use_mmap) - /// + + /// public bool UseMemorymap { get; set; } = true; - /// - /// Use mlock to keep model in memory (use_mlock) - /// + + /// public bool UseMemoryLock { get; set; } - /// - /// Compute perplexity over the prompt (perplexity) - /// + + /// public bool Perplexity { get; set; } - /// - /// Model path (model) - /// + + /// public string ModelPath { get; set; } - /// - /// List of LoRAs to apply - /// + /// public AdapterCollection LoraAdapters { get; set; } = new(); - /// - /// base model path for the lora adapter (lora_base) - /// + /// public string LoraBase { get; set; } = string.Empty; - /// - /// Number of threads (null = autodetect) (n_threads) - /// + /// public uint? Threads { get; set; } - /// - /// Number of threads to use for batch processing (null = autodetect) (n_threads) - /// + /// public uint? BatchThreads { get; set; } - /// - /// batch size for prompt processing (must be >=32 to use BLAS) (n_batch) - /// + /// public uint BatchSize { get; set; } = 512; - /// - /// Whether to use embedding mode. (embedding) Note that if this is set to true, - /// The LLamaModel won't produce text response anymore. - /// + /// public bool EmbeddingMode { get; set; } - /// - /// how split tensors should be distributed across GPUs. - /// - /// "[ 3, 2 ]" will assign 60% of the data to GPU 0 and 40% to GPU 1. + /// [JsonConverter(typeof(TensorSplitsCollectionConverter))] public TensorSplitsCollection TensorSplits { get; set; } = new(); - /// - /// RoPE base frequency - /// - public float? RopeFrequencyBase { get; set; } + /// + public float? RopeFrequencyBase { get; set; } - /// - /// RoPE frequency scaling factor - /// - public float? RopeFrequencyScale { get; set; } + /// + public float? RopeFrequencyScale { get; set; } - /// - /// Use experimental mul_mat_q kernels - /// - public bool MulMatQ { get; set; } + /// + public bool MulMatQ { get; set; } - /// - /// Load vocab only (no weights) - /// + /// public bool VocabOnly { get; set; } - /// - /// The encoding to use to convert text for the model - /// + /// [JsonConverter(typeof(EncodingConverter))] public Encoding Encoding { get; set; } = Encoding.UTF8; diff --git a/LLama/Extensions/IContextParamsExtensions.cs b/LLama/Extensions/IContextParamsExtensions.cs index fcc9d372a..ed59c9df0 100644 --- a/LLama/Extensions/IContextParamsExtensions.cs +++ b/LLama/Extensions/IContextParamsExtensions.cs @@ -21,7 +21,7 @@ public static class IContextParamsExtensions public static void ToLlamaContextParams(this IContextParams @params, out LLamaContextParams result) { result = NativeApi.llama_context_default_params(); - result.n_ctx = @params.ContextSize; + result.n_ctx = @params.ContextSize ?? 0; result.n_batch = @params.BatchSize; result.seed = @params.Seed; result.f16_kv = @params.UseFp16Memory; diff --git a/LLama/Native/LLamaContextParams.cs b/LLama/Native/LLamaContextParams.cs index 0a397a3d4..9a0b2a8e5 100644 --- a/LLama/Native/LLamaContextParams.cs +++ b/LLama/Native/LLamaContextParams.cs @@ -22,7 +22,7 @@ public struct LLamaContextParams public uint seed; /// - /// text context + /// text context, 0 = from model /// public uint n_ctx; From 13233147f470add12bdf1d2edfabd20ee002af98 Mon Sep 17 00:00:00 2001 From: Rinne Date: Thu, 9 Nov 2023 00:54:31 +0800 Subject: [PATCH 17/19] docs: fix typo in README. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ea72e8a40..397f641e5 100644 --- a/README.md +++ b/README.md @@ -11,7 +11,7 @@ **The C#/.NET binding of [llama.cpp](https://github.com/ggerganov/llama.cpp). It provides higher-level APIs to inference the LLaMA Models and deploy it on local device with C#/.NET. It works on -both Windows, Linux and MAC without requirment for compiling llama.cpp yourself. Even without GPU or not enought GPU memory, you can still apply LLaMA models well with this repo. 🤗** +both Windows, Linux and MAC without requirment for compiling llama.cpp yourself. Even without GPU or not enough GPU memory, you can still apply LLaMA models well with this repo. 🤗** **Furthermore, it provides integrations with other projects such as [semantic-kernel](https://github.com/microsoft/semantic-kernel), [kernel-memory](https://github.com/microsoft/kernel-memory) and [BotSharp](https://github.com/SciSharp/BotSharp) to provide higher-level applications.** From 6ea40d15461a5243bfdd453bd6d2ede3cdaa5eaa Mon Sep 17 00:00:00 2001 From: Philipp Bauer Date: Wed, 8 Nov 2023 13:18:32 -0600 Subject: [PATCH 18/19] Use full history only when the ChatSession runs the first time --- LLama/ChatSession.cs | 33 ++++++++++++++++++++++++++++----- 1 file changed, 28 insertions(+), 5 deletions(-) diff --git a/LLama/ChatSession.cs b/LLama/ChatSession.cs index 358d70c32..68c3c093c 100644 --- a/LLama/ChatSession.cs +++ b/LLama/ChatSession.cs @@ -1,11 +1,14 @@ using LLama.Abstractions; using LLama.Common; +using System; using System.Collections.Generic; using System.IO; +using System.Linq; using System.Runtime.CompilerServices; using System.Text; using System.Threading; using System.Threading.Tasks; +using static LLama.InteractiveExecutor; namespace LLama { @@ -151,11 +154,17 @@ public async IAsyncEnumerable ChatAsync(string prompt, IInferenceParams? History.Messages.Add(new ChatHistory.Message(AuthorRole.User, prompt)); - string internalPrompt = HistoryTransform.HistoryToText(History); + if (_executor is InteractiveExecutor executor) + { + InteractiveExecutorState state = (InteractiveExecutorState)executor.GetStateData(); + prompt = state.IsPromptRun + ? HistoryTransform.HistoryToText(History) + : prompt; + } StringBuilder sb = new(); - await foreach (var result in ChatAsyncInternal(internalPrompt, inferenceParams, cancellationToken)) + await foreach (var result in ChatAsyncInternal(prompt, inferenceParams, cancellationToken)) { yield return result; sb.Append(result); @@ -190,14 +199,28 @@ public async IAsyncEnumerable ChatAsync(string prompt, IInferenceParams? /// public async IAsyncEnumerable ChatAsync(ChatHistory history, IInferenceParams? inferenceParams = null, [EnumeratorCancellation] CancellationToken cancellationToken = default) { - var prompt = HistoryTransform.HistoryToText(history); + if (history.Messages.Count == 0) + { + throw new ArgumentException("History must contain at least one message."); + } - StringBuilder sb = new(); + string prompt; + if (_executor is InteractiveExecutor executor) + { + InteractiveExecutorState state = (InteractiveExecutorState)executor.GetStateData(); + + prompt = state.IsPromptRun + ? HistoryTransform.HistoryToText(History) + : history.Messages.Last().Content; + } + else + { + prompt = history.Messages.Last().Content; + } await foreach (var result in ChatAsyncInternal(prompt, inferenceParams, cancellationToken)) { yield return result; - sb.Append(result); } } From d2b544afb8225600ff9b4d07112315d8eddbffd7 Mon Sep 17 00:00:00 2001 From: Philipp Bauer Date: Wed, 8 Nov 2023 13:23:21 -0600 Subject: [PATCH 19/19] Improved method return description --- LLama/ChatSession.cs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/LLama/ChatSession.cs b/LLama/ChatSession.cs index 68c3c093c..7ee995906 100644 --- a/LLama/ChatSession.cs +++ b/LLama/ChatSession.cs @@ -146,7 +146,7 @@ public virtual void LoadSession(string path) /// /// /// - /// Returns generated tokens of the assistant message. + /// Returns generated text of the assistant message. public async IAsyncEnumerable ChatAsync(string prompt, IInferenceParams? inferenceParams = null, [EnumeratorCancellation] CancellationToken cancellationToken = default) { foreach (var inputTransform in InputTransformPipeline) @@ -196,7 +196,7 @@ public async IAsyncEnumerable ChatAsync(string prompt, IInferenceParams? /// /// /// - /// + /// Returns generated text of the assistant message. public async IAsyncEnumerable ChatAsync(ChatHistory history, IInferenceParams? inferenceParams = null, [EnumeratorCancellation] CancellationToken cancellationToken = default) { if (history.Messages.Count == 0)