# ============================================================================ # Usage Instructions: # ============================================================================ # 1a. Build (Windows, from x64 Native Tools Command Prompt for VS 2022): # cmake -B build -G Ninja -DCMAKE_CXX_COMPILER="clang++" -DCMAKE_C_COMPILER="clang" -DHIP_PLATFORM=amd -DCMAKE_HIP_ARCHITECTURES=gfx1201 -DCMAKE_BUILD_TYPE=Release . # cmake --build build # # 1b. Build (Linux): # cmake -B build && cmake --build build # # 2. Download model and tokenizer: # - Get LLaMA 3 models from: https://huggingface.co/meta-llama/ # - Export with: python export.py llama3.2_3b_instruct_fp32.bin --meta-llama ../llama3.2-3b-instruct/ # # 3. Run: # ./build/bin/llama3 ~/models/llama3.2_3b_instruct_fp32.bin -z ~/models/tokenizer.bin -s 42 -i "My car" -n 100 # ./build/bin/llama3 ~/models/llama3.2_3b_instruct_fp32.bin -z ~/models/tokenizer.bin -m chat # # Options: # -t temperature in [0,inf], default 1.0 # -p p value in top-p sampling in [0,1], default 0.9 # -s random seed, default time(NULL) # -n number of steps to run for, default 4096 # -i input prompt # -z path to tokenizer # -m mode: generate|chat, default: generate # -y system prompt in chat mode # ============================================================================ cmake_minimum_required(VERSION 3.21) project(Llama3 LANGUAGES CXX HIP) if(WIN32) set(CMAKE_CXX_USING_LINKER_DEFAULT "-fuse-ld=lld") set(CMAKE_CXX_USING_LINKER_LLD "-fuse-ld=lld") set(CMAKE_HIP_USING_LINKER_DEFAULT "-fuse-ld=lld") set(CMAKE_HIP_USING_LINKER_LLD "-fuse-ld=lld") endif() set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin) set(CMAKE_CXX_STANDARD 17) set(CMAKE_CXX_STANDARD_REQUIRED True) list(APPEND CMAKE_PREFIX_PATH $ENV{ROCM_PATH} /opt/rocm) # Treat llama3.cxx as HIP source code set_source_files_properties(llama3.cxx PROPERTIES LANGUAGE HIP) add_executable(llama3 llama3.cxx) if(WIN32) target_sources(llama3 PRIVATE win.c) set_source_files_properties(win.c PROPERTIES LANGUAGE CXX) target_compile_definitions(llama3 PRIVATE _CRT_SECURE_NO_WARNINGS NOMINMAX) endif() target_compile_options(llama3 PUBLIC "-fgpu-rdc" "-O3" "-march=native") target_link_options(llama3 PUBLIC "-fgpu-rdc" "--hip-link") if(WIN32) # TheRock embeds /DEFAULTLIB:c++ in amdhip64.lib but doesn't ship libc++ on Windows, # and clang's HIP driver auto-injects -lc++. Suppress both; MSVC's stdlib pulls in # automatically via #pragma comment(lib, "msvcprt") from MSVC headers. target_link_options(llama3 PRIVATE "-nostdlib++" "-Xlinker" "/NODEFAULTLIB:c++.lib") endif() find_package(hipthreads REQUIRED) find_package(rocprim REQUIRED CONFIG) find_package(rocthrust REQUIRED CONFIG) target_link_libraries(llama3 PRIVATE hipthreads::hipthreads) target_link_libraries(llama3 PRIVATE roc::rocthrust) # needed to get intellisense to stop complaining about the co-ordinate built-ins not being defined target_compile_definitions(llama3 PUBLIC __HIP__)