mirror of https://github.com/google/gemma.cpp.git
Fix gemma_cpp/examples/hello_world build.
Include Bazel build rules, too. PiperOrigin-RevId: 652469406
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@ -0,0 +1,22 @@
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# Hello World example frontend to gemma.cpp.
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package(
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default_applicable_licenses = [
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"//:license", # Placeholder comment, do not modify
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],
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default_visibility = ["//visibility:public"],
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)
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cc_binary(
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name = "hello_world",
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srcs = ["run.cc"],
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deps = [
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# Placeholder for internal dep, do not remove.,
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"//:app",
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"//:args",
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"//:common",
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"//:gemma_lib",
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"//:tokenizer",
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"@hwy//:hwy",
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"@hwy//:thread_pool",
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],
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)
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@ -15,33 +15,40 @@
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#include <stddef.h>
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#include <iostream>
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#include <random>
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#include <string>
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#include <vector>
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#include "third_party/gemma_cpp/gemma.h"
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// Placeholder for internal header, do not modify.
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#include "gemma/common.h"
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#include "gemma/gemma.h"
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#include "gemma/tokenizer.h"
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#include "util/app.h" // LoaderArgs
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#include "util/args.h"
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#include "hwy/base.h"
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#include "hwy/contrib/thread_pool/thread_pool.h"
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std::vector<int> tokenize(const std::string& prompt_string,
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const gcpp::GemmaTokenizer* tokenizer) {
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std::string formatted = "<start_of_turn>user\n" + prompt_string +
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"<end_of_turn>\n<start_of_turn>model\n";
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std::vector<int> tokens;
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HWY_ASSERT(tokenizer->Encode(formatted, &tokens));
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tokens.insert(tokens.begin(), BOS_ID);
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return tokens;
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}
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int main(int argc, char** argv) {
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int argc_dummy = 1;
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// Required because sentencepiece uses Google I/O which requires InitGoogle.
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// argc_dummy = 1 avoids sentencepiece absl flags attempting to parse
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// arguments
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InitGoogle("usage", &argc_dummy, &argv, false);
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gcpp::LoaderArgs loader(argc, argv);
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gcpp::AppArgs app(argc, argv);
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if (gcpp::HasHelp(argc, argv)) {
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loader.Help();
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return 0;
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} else if (const char* error = loader.Validate()) {
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loader.Help();
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HWY_ABORT("\nInvalid args: %s", error);
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}
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// Instantiate model and KV Cache
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hwy::ThreadPool pool(app.num_threads);
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hwy::ThreadPool pool(gcpp::AppArgs::GetSupportedThreadCount());
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gcpp::Gemma model = gcpp::CreateGemma(loader, pool);
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gcpp::KVCache kv_cache = gcpp::KVCache::Create(loader.ModelType());
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gcpp::KVCache kv_cache = gcpp::KVCache::Create(loader.Info().model);
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size_t pos = 0; // KV Cache position
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// Initialize random number generator
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@ -49,30 +56,33 @@ int main(int argc, char** argv) {
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std::random_device rd;
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gen.seed(rd());
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// Tokenize instruction
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std::vector<int> tokens =
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tokenize("Write a greeting to the world.", model.Tokenizer());
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// Tokenize instructions.
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std::string prompt = "Write a greeting to the world.";
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const std::vector<int> tokens =
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gcpp::WrapAndTokenize(model.Tokenizer(), loader.Info(), pos, prompt);
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size_t ntokens = tokens.size();
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// This callback function gets invoked every time a token is generated
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auto stream_token = [&pos, &ntokens, tokenizer = model.Tokenizer()](int token,
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float) {
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auto stream_token = [&pos, &ntokens, &model](int token, float) {
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++pos;
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if (pos < ntokens) {
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// print feedback
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} else if (token != gcpp::EOS_ID) {
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std::string token_text;
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HWY_ASSERT(tokenizer->Decode(std::vector<int>{token}, &token_text));
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HWY_ASSERT(model.Tokenizer().Decode({token}, &token_text));
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std::cout << token_text << std::flush;
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}
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return true;
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};
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GenerateGemma(model,
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{.max_tokens = 2048,
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.max_generated_tokens = 1024,
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.temperature = 1.0,
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.verbosity = 0},
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tokens, /*KV cache position = */ 0, kv_cache, pool,
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stream_token, gen);
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gcpp::TimingInfo timing_info;
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gcpp::RuntimeConfig runtime_config = {
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.max_tokens = 1536,
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.max_generated_tokens = 1024,
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.temperature = 1.0,
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.verbosity = 0,
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.gen = &gen,
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.stream_token = stream_token,
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};
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model.Generate(runtime_config, tokens, 0, kv_cache, timing_info);
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}
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