mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-12-24 10:24:35 +00:00
android : module (#7502)
* move ndk code to a new library * add gradle file
This commit is contained in:
parent
902184dd3a
commit
9791f40258
@ -7,8 +7,6 @@ android {
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namespace = "com.example.llama"
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namespace = "com.example.llama"
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compileSdk = 34
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compileSdk = 34
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ndkVersion = "26.1.10909125"
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defaultConfig {
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defaultConfig {
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applicationId = "com.example.llama"
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applicationId = "com.example.llama"
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minSdk = 33
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minSdk = 33
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@ -20,17 +18,6 @@ android {
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vectorDrawables {
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vectorDrawables {
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useSupportLibrary = true
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useSupportLibrary = true
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}
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}
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ndk {
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// Add NDK properties if wanted, e.g.
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// abiFilters += listOf("arm64-v8a")
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}
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externalNativeBuild {
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cmake {
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arguments += "-DCMAKE_BUILD_TYPE=Release"
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cppFlags += listOf()
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arguments += listOf()
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}
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}
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}
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}
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buildTypes {
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buildTypes {
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@ -55,17 +42,6 @@ android {
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composeOptions {
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composeOptions {
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kotlinCompilerExtensionVersion = "1.5.1"
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kotlinCompilerExtensionVersion = "1.5.1"
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}
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}
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packaging {
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resources {
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excludes += "/META-INF/{AL2.0,LGPL2.1}"
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}
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}
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externalNativeBuild {
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cmake {
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path = file("src/main/cpp/CMakeLists.txt")
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version = "3.22.1"
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}
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}
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}
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}
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dependencies {
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dependencies {
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@ -78,6 +54,7 @@ dependencies {
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implementation("androidx.compose.ui:ui-graphics")
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implementation("androidx.compose.ui:ui-graphics")
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implementation("androidx.compose.ui:ui-tooling-preview")
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implementation("androidx.compose.ui:ui-tooling-preview")
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implementation("androidx.compose.material3:material3")
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implementation("androidx.compose.material3:material3")
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implementation(project(":llama"))
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testImplementation("junit:junit:4.13.2")
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testImplementation("junit:junit:4.13.2")
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androidTestImplementation("androidx.test.ext:junit:1.1.5")
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androidTestImplementation("androidx.test.ext:junit:1.1.5")
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androidTestImplementation("androidx.test.espresso:espresso-core:3.5.1")
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androidTestImplementation("androidx.test.espresso:espresso-core:3.5.1")
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@ -1,5 +1,6 @@
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package com.example.llama
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package com.example.llama
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import android.llama.cpp.LLamaAndroid
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import android.util.Log
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import android.util.Log
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import androidx.compose.runtime.getValue
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import androidx.compose.runtime.getValue
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import androidx.compose.runtime.mutableStateOf
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import androidx.compose.runtime.mutableStateOf
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@ -9,7 +10,7 @@ import androidx.lifecycle.viewModelScope
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import kotlinx.coroutines.flow.catch
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import kotlinx.coroutines.flow.catch
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import kotlinx.coroutines.launch
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import kotlinx.coroutines.launch
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class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
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class MainViewModel(private val llamaAndroid: LLamaAndroid = LLamaAndroid.instance()): ViewModel() {
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companion object {
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companion object {
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@JvmStatic
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@JvmStatic
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private val NanosPerSecond = 1_000_000_000.0
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private val NanosPerSecond = 1_000_000_000.0
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@ -28,7 +29,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
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viewModelScope.launch {
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viewModelScope.launch {
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try {
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try {
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llm.unload()
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llamaAndroid.unload()
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} catch (exc: IllegalStateException) {
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} catch (exc: IllegalStateException) {
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messages += exc.message!!
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messages += exc.message!!
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}
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}
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@ -44,7 +45,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
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messages += ""
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messages += ""
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viewModelScope.launch {
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viewModelScope.launch {
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llm.send(text)
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llamaAndroid.send(text)
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.catch {
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.catch {
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Log.e(tag, "send() failed", it)
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Log.e(tag, "send() failed", it)
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messages += it.message!!
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messages += it.message!!
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@ -57,7 +58,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
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viewModelScope.launch {
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viewModelScope.launch {
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try {
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try {
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val start = System.nanoTime()
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val start = System.nanoTime()
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val warmupResult = llm.bench(pp, tg, pl, nr)
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val warmupResult = llamaAndroid.bench(pp, tg, pl, nr)
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val end = System.nanoTime()
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val end = System.nanoTime()
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messages += warmupResult
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messages += warmupResult
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@ -70,7 +71,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
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return@launch
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return@launch
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}
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}
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messages += llm.bench(512, 128, 1, 3)
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messages += llamaAndroid.bench(512, 128, 1, 3)
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} catch (exc: IllegalStateException) {
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} catch (exc: IllegalStateException) {
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Log.e(tag, "bench() failed", exc)
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Log.e(tag, "bench() failed", exc)
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messages += exc.message!!
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messages += exc.message!!
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@ -81,7 +82,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
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fun load(pathToModel: String) {
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fun load(pathToModel: String) {
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viewModelScope.launch {
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viewModelScope.launch {
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try {
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try {
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llm.load(pathToModel)
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llamaAndroid.load(pathToModel)
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messages += "Loaded $pathToModel"
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messages += "Loaded $pathToModel"
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} catch (exc: IllegalStateException) {
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} catch (exc: IllegalStateException) {
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Log.e(tag, "load() failed", exc)
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Log.e(tag, "load() failed", exc)
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@ -2,4 +2,5 @@
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plugins {
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plugins {
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id("com.android.application") version "8.2.0" apply false
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id("com.android.application") version "8.2.0" apply false
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id("org.jetbrains.kotlin.android") version "1.9.0" apply false
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id("org.jetbrains.kotlin.android") version "1.9.0" apply false
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id("com.android.library") version "8.2.0" apply false
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}
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}
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1
examples/llama.android/llama/.gitignore
vendored
Normal file
1
examples/llama.android/llama/.gitignore
vendored
Normal file
@ -0,0 +1 @@
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/build
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@ -42,7 +42,7 @@ add_subdirectory(../../../../../../ build-llama)
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# used in the AndroidManifest.xml file.
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# used in the AndroidManifest.xml file.
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add_library(${CMAKE_PROJECT_NAME} SHARED
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add_library(${CMAKE_PROJECT_NAME} SHARED
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# List C/C++ source files with relative paths to this CMakeLists.txt.
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# List C/C++ source files with relative paths to this CMakeLists.txt.
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llama-android.cpp)
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llama-android.cpp)
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# Specifies libraries CMake should link to your target library. You
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# Specifies libraries CMake should link to your target library. You
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# can link libraries from various origins, such as libraries defined in this
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# can link libraries from various origins, such as libraries defined in this
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68
examples/llama.android/llama/build.gradle.kts
Normal file
68
examples/llama.android/llama/build.gradle.kts
Normal file
@ -0,0 +1,68 @@
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plugins {
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id("com.android.library")
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id("org.jetbrains.kotlin.android")
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}
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android {
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namespace = "android.llama.cpp"
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compileSdk = 34
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defaultConfig {
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minSdk = 33
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testInstrumentationRunner = "androidx.test.runner.AndroidJUnitRunner"
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consumerProguardFiles("consumer-rules.pro")
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ndk {
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// Add NDK properties if wanted, e.g.
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// abiFilters += listOf("arm64-v8a")
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}
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externalNativeBuild {
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cmake {
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arguments += "-DCMAKE_BUILD_TYPE=Release"
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cppFlags += listOf()
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arguments += listOf()
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cppFlags("")
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}
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}
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}
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buildTypes {
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release {
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isMinifyEnabled = false
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proguardFiles(
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getDefaultProguardFile("proguard-android-optimize.txt"),
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"proguard-rules.pro"
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)
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}
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}
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externalNativeBuild {
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cmake {
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path("src/main/cpp/CMakeLists.txt")
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version = "3.22.1"
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}
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}
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compileOptions {
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sourceCompatibility = JavaVersion.VERSION_1_8
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targetCompatibility = JavaVersion.VERSION_1_8
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}
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kotlinOptions {
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jvmTarget = "1.8"
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}
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packaging {
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resources {
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excludes += "/META-INF/{AL2.0,LGPL2.1}"
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}
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}
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}
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dependencies {
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implementation("androidx.core:core-ktx:1.12.0")
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implementation("androidx.appcompat:appcompat:1.6.1")
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implementation("com.google.android.material:material:1.11.0")
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testImplementation("junit:junit:4.13.2")
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androidTestImplementation("androidx.test.ext:junit:1.1.5")
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androidTestImplementation("androidx.test.espresso:espresso-core:3.5.1")
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}
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0
examples/llama.android/llama/consumer-rules.pro
Normal file
0
examples/llama.android/llama/consumer-rules.pro
Normal file
21
examples/llama.android/llama/proguard-rules.pro
vendored
Normal file
21
examples/llama.android/llama/proguard-rules.pro
vendored
Normal file
@ -0,0 +1,21 @@
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# Add project specific ProGuard rules here.
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# You can control the set of applied configuration files using the
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# proguardFiles setting in build.gradle.
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#
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# For more details, see
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# http://developer.android.com/guide/developing/tools/proguard.html
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# If your project uses WebView with JS, uncomment the following
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# and specify the fully qualified class name to the JavaScript interface
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# class:
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#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
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# public *;
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#}
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# Uncomment this to preserve the line number information for
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# debugging stack traces.
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#-keepattributes SourceFile,LineNumberTable
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# If you keep the line number information, uncomment this to
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# hide the original source file name.
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#-renamesourcefileattribute SourceFile
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@ -0,0 +1,24 @@
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package android.llama.cpp
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import androidx.test.platform.app.InstrumentationRegistry
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import androidx.test.ext.junit.runners.AndroidJUnit4
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import org.junit.Test
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import org.junit.runner.RunWith
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import org.junit.Assert.*
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/**
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* Instrumented test, which will execute on an Android device.
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*
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* See [testing documentation](http://d.android.com/tools/testing).
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*/
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@RunWith(AndroidJUnit4::class)
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class ExampleInstrumentedTest {
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@Test
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fun useAppContext() {
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// Context of the app under test.
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val appContext = InstrumentationRegistry.getInstrumentation().targetContext
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assertEquals("android.llama.cpp.test", appContext.packageName)
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}
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}
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@ -0,0 +1,4 @@
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<?xml version="1.0" encoding="utf-8"?>
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<manifest xmlns:android="http://schemas.android.com/apk/res/android">
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</manifest>
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49
examples/llama.android/llama/src/main/cpp/CMakeLists.txt
Normal file
49
examples/llama.android/llama/src/main/cpp/CMakeLists.txt
Normal file
@ -0,0 +1,49 @@
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# For more information about using CMake with Android Studio, read the
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|
# documentation: https://d.android.com/studio/projects/add-native-code.html.
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# For more examples on how to use CMake, see https://github.com/android/ndk-samples.
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|
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# Sets the minimum CMake version required for this project.
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cmake_minimum_required(VERSION 3.22.1)
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|
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# Declares the project name. The project name can be accessed via ${ PROJECT_NAME},
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# Since this is the top level CMakeLists.txt, the project name is also accessible
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# with ${CMAKE_PROJECT_NAME} (both CMake variables are in-sync within the top level
|
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# build script scope).
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project("llama-android")
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include(FetchContent)
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FetchContent_Declare(
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llama
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GIT_REPOSITORY https://github.com/ggerganov/llama.cpp
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GIT_TAG master
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)
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# Also provides "common"
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FetchContent_MakeAvailable(llama)
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|
|
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# Creates and names a library, sets it as either STATIC
|
||||||
|
# or SHARED, and provides the relative paths to its source code.
|
||||||
|
# You can define multiple libraries, and CMake builds them for you.
|
||||||
|
# Gradle automatically packages shared libraries with your APK.
|
||||||
|
#
|
||||||
|
# In this top level CMakeLists.txt, ${CMAKE_PROJECT_NAME} is used to define
|
||||||
|
# the target library name; in the sub-module's CMakeLists.txt, ${PROJECT_NAME}
|
||||||
|
# is preferred for the same purpose.
|
||||||
|
#
|
||||||
|
# In order to load a library into your app from Java/Kotlin, you must call
|
||||||
|
# System.loadLibrary() and pass the name of the library defined here;
|
||||||
|
# for GameActivity/NativeActivity derived applications, the same library name must be
|
||||||
|
# used in the AndroidManifest.xml file.
|
||||||
|
add_library(${CMAKE_PROJECT_NAME} SHARED
|
||||||
|
# List C/C++ source files with relative paths to this CMakeLists.txt.
|
||||||
|
llama-android.cpp)
|
||||||
|
|
||||||
|
# Specifies libraries CMake should link to your target library. You
|
||||||
|
# can link libraries from various origins, such as libraries defined in this
|
||||||
|
# build script, prebuilt third-party libraries, or Android system libraries.
|
||||||
|
target_link_libraries(${CMAKE_PROJECT_NAME}
|
||||||
|
# List libraries link to the target library
|
||||||
|
llama
|
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|
common
|
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|
android
|
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|
log)
|
@ -81,7 +81,7 @@ static void log_callback(ggml_log_level level, const char * fmt, void * data) {
|
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|
|
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extern "C"
|
extern "C"
|
||||||
JNIEXPORT jlong JNICALL
|
JNIEXPORT jlong JNICALL
|
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Java_com_example_llama_Llm_load_1model(JNIEnv *env, jobject, jstring filename) {
|
Java_android_llama_cpp_LLamaAndroid_load_1model(JNIEnv *env, jobject, jstring filename) {
|
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llama_model_params model_params = llama_model_default_params();
|
llama_model_params model_params = llama_model_default_params();
|
||||||
|
|
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auto path_to_model = env->GetStringUTFChars(filename, 0);
|
auto path_to_model = env->GetStringUTFChars(filename, 0);
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@ -101,13 +101,13 @@ Java_com_example_llama_Llm_load_1model(JNIEnv *env, jobject, jstring filename) {
|
|||||||
|
|
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extern "C"
|
extern "C"
|
||||||
JNIEXPORT void JNICALL
|
JNIEXPORT void JNICALL
|
||||||
Java_com_example_llama_Llm_free_1model(JNIEnv *, jobject, jlong model) {
|
Java_android_llama_cpp_LLamaAndroid_free_1model(JNIEnv *, jobject, jlong model) {
|
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llama_free_model(reinterpret_cast<llama_model *>(model));
|
llama_free_model(reinterpret_cast<llama_model *>(model));
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||||||
}
|
}
|
||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT jlong JNICALL
|
JNIEXPORT jlong JNICALL
|
||||||
Java_com_example_llama_Llm_new_1context(JNIEnv *env, jobject, jlong jmodel) {
|
Java_android_llama_cpp_LLamaAndroid_new_1context(JNIEnv *env, jobject, jlong jmodel) {
|
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auto model = reinterpret_cast<llama_model *>(jmodel);
|
auto model = reinterpret_cast<llama_model *>(jmodel);
|
||||||
|
|
||||||
if (!model) {
|
if (!model) {
|
||||||
@ -139,25 +139,25 @@ Java_com_example_llama_Llm_new_1context(JNIEnv *env, jobject, jlong jmodel) {
|
|||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT void JNICALL
|
JNIEXPORT void JNICALL
|
||||||
Java_com_example_llama_Llm_free_1context(JNIEnv *, jobject, jlong context) {
|
Java_android_llama_cpp_LLamaAndroid_free_1context(JNIEnv *, jobject, jlong context) {
|
||||||
llama_free(reinterpret_cast<llama_context *>(context));
|
llama_free(reinterpret_cast<llama_context *>(context));
|
||||||
}
|
}
|
||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT void JNICALL
|
JNIEXPORT void JNICALL
|
||||||
Java_com_example_llama_Llm_backend_1free(JNIEnv *, jobject) {
|
Java_android_llama_cpp_LLamaAndroid_backend_1free(JNIEnv *, jobject) {
|
||||||
llama_backend_free();
|
llama_backend_free();
|
||||||
}
|
}
|
||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT void JNICALL
|
JNIEXPORT void JNICALL
|
||||||
Java_com_example_llama_Llm_log_1to_1android(JNIEnv *, jobject) {
|
Java_android_llama_cpp_LLamaAndroid_log_1to_1android(JNIEnv *, jobject) {
|
||||||
llama_log_set(log_callback, NULL);
|
llama_log_set(log_callback, NULL);
|
||||||
}
|
}
|
||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT jstring JNICALL
|
JNIEXPORT jstring JNICALL
|
||||||
Java_com_example_llama_Llm_bench_1model(
|
Java_android_llama_cpp_LLamaAndroid_bench_1model(
|
||||||
JNIEnv *env,
|
JNIEnv *env,
|
||||||
jobject,
|
jobject,
|
||||||
jlong context_pointer,
|
jlong context_pointer,
|
||||||
@ -271,13 +271,13 @@ Java_com_example_llama_Llm_bench_1model(
|
|||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT void JNICALL
|
JNIEXPORT void JNICALL
|
||||||
Java_com_example_llama_Llm_free_1batch(JNIEnv *, jobject, jlong batch_pointer) {
|
Java_android_llama_cpp_LLamaAndroid_free_1batch(JNIEnv *, jobject, jlong batch_pointer) {
|
||||||
llama_batch_free(*reinterpret_cast<llama_batch *>(batch_pointer));
|
llama_batch_free(*reinterpret_cast<llama_batch *>(batch_pointer));
|
||||||
}
|
}
|
||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT jlong JNICALL
|
JNIEXPORT jlong JNICALL
|
||||||
Java_com_example_llama_Llm_new_1batch(JNIEnv *, jobject, jint n_tokens, jint embd, jint n_seq_max) {
|
Java_android_llama_cpp_LLamaAndroid_new_1batch(JNIEnv *, jobject, jint n_tokens, jint embd, jint n_seq_max) {
|
||||||
|
|
||||||
// Source: Copy of llama.cpp:llama_batch_init but heap-allocated.
|
// Source: Copy of llama.cpp:llama_batch_init but heap-allocated.
|
||||||
|
|
||||||
@ -313,19 +313,19 @@ Java_com_example_llama_Llm_new_1batch(JNIEnv *, jobject, jint n_tokens, jint emb
|
|||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT void JNICALL
|
JNIEXPORT void JNICALL
|
||||||
Java_com_example_llama_Llm_backend_1init(JNIEnv *, jobject) {
|
Java_android_llama_cpp_LLamaAndroid_backend_1init(JNIEnv *, jobject) {
|
||||||
llama_backend_init();
|
llama_backend_init();
|
||||||
}
|
}
|
||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT jstring JNICALL
|
JNIEXPORT jstring JNICALL
|
||||||
Java_com_example_llama_Llm_system_1info(JNIEnv *env, jobject) {
|
Java_android_llama_cpp_LLamaAndroid_system_1info(JNIEnv *env, jobject) {
|
||||||
return env->NewStringUTF(llama_print_system_info());
|
return env->NewStringUTF(llama_print_system_info());
|
||||||
}
|
}
|
||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT jint JNICALL
|
JNIEXPORT jint JNICALL
|
||||||
Java_com_example_llama_Llm_completion_1init(
|
Java_android_llama_cpp_LLamaAndroid_completion_1init(
|
||||||
JNIEnv *env,
|
JNIEnv *env,
|
||||||
jobject,
|
jobject,
|
||||||
jlong context_pointer,
|
jlong context_pointer,
|
||||||
@ -376,7 +376,7 @@ Java_com_example_llama_Llm_completion_1init(
|
|||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT jstring JNICALL
|
JNIEXPORT jstring JNICALL
|
||||||
Java_com_example_llama_Llm_completion_1loop(
|
Java_android_llama_cpp_LLamaAndroid_completion_1loop(
|
||||||
JNIEnv * env,
|
JNIEnv * env,
|
||||||
jobject,
|
jobject,
|
||||||
jlong context_pointer,
|
jlong context_pointer,
|
||||||
@ -438,6 +438,6 @@ Java_com_example_llama_Llm_completion_1loop(
|
|||||||
|
|
||||||
extern "C"
|
extern "C"
|
||||||
JNIEXPORT void JNICALL
|
JNIEXPORT void JNICALL
|
||||||
Java_com_example_llama_Llm_kv_1cache_1clear(JNIEnv *, jobject, jlong context) {
|
Java_android_llama_cpp_LLamaAndroid_kv_1cache_1clear(JNIEnv *, jobject, jlong context) {
|
||||||
llama_kv_cache_clear(reinterpret_cast<llama_context *>(context));
|
llama_kv_cache_clear(reinterpret_cast<llama_context *>(context));
|
||||||
}
|
}
|
@ -1,4 +1,4 @@
|
|||||||
package com.example.llama
|
package android.llama.cpp
|
||||||
|
|
||||||
import android.util.Log
|
import android.util.Log
|
||||||
import kotlinx.coroutines.CoroutineDispatcher
|
import kotlinx.coroutines.CoroutineDispatcher
|
||||||
@ -10,7 +10,7 @@ import kotlinx.coroutines.withContext
|
|||||||
import java.util.concurrent.Executors
|
import java.util.concurrent.Executors
|
||||||
import kotlin.concurrent.thread
|
import kotlin.concurrent.thread
|
||||||
|
|
||||||
class Llm {
|
class LLamaAndroid {
|
||||||
private val tag: String? = this::class.simpleName
|
private val tag: String? = this::class.simpleName
|
||||||
|
|
||||||
private val threadLocalState: ThreadLocal<State> = ThreadLocal.withInitial { State.Idle }
|
private val threadLocalState: ThreadLocal<State> = ThreadLocal.withInitial { State.Idle }
|
||||||
@ -165,8 +165,8 @@ class Llm {
|
|||||||
}
|
}
|
||||||
|
|
||||||
// Enforce only one instance of Llm.
|
// Enforce only one instance of Llm.
|
||||||
private val _instance: Llm = Llm()
|
private val _instance: LLamaAndroid = LLamaAndroid()
|
||||||
|
|
||||||
fun instance(): Llm = _instance
|
fun instance(): LLamaAndroid = _instance
|
||||||
}
|
}
|
||||||
}
|
}
|
@ -0,0 +1,17 @@
|
|||||||
|
package android.llama.cpp
|
||||||
|
|
||||||
|
import org.junit.Test
|
||||||
|
|
||||||
|
import org.junit.Assert.*
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Example local unit test, which will execute on the development machine (host).
|
||||||
|
*
|
||||||
|
* See [testing documentation](http://d.android.com/tools/testing).
|
||||||
|
*/
|
||||||
|
class ExampleUnitTest {
|
||||||
|
@Test
|
||||||
|
fun addition_isCorrect() {
|
||||||
|
assertEquals(4, 2 + 2)
|
||||||
|
}
|
||||||
|
}
|
@ -15,3 +15,4 @@ dependencyResolutionManagement {
|
|||||||
|
|
||||||
rootProject.name = "LlamaAndroid"
|
rootProject.name = "LlamaAndroid"
|
||||||
include(":app")
|
include(":app")
|
||||||
|
include(":llama")
|
||||||
|
Loading…
Reference in New Issue
Block a user