Fix gemma_cpp/examples/hello_world build.

Include Bazel build rules, too.

PiperOrigin-RevId: 652469406
This commit is contained in:
Paul Chang 2024-07-15 07:10:21 -07:00 committed by Copybara-Service
parent c879133a5a
commit aaee666a1d
2 changed files with 59 additions and 27 deletions

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@ -0,0 +1,22 @@
# Hello World example frontend to gemma.cpp.
package(
default_applicable_licenses = [
"//:license", # Placeholder comment, do not modify
],
default_visibility = ["//visibility:public"],
)
cc_binary(
name = "hello_world",
srcs = ["run.cc"],
deps = [
# Placeholder for internal dep, do not remove.,
"//:app",
"//:args",
"//:common",
"//:gemma_lib",
"//:tokenizer",
"@hwy//:hwy",
"@hwy//:thread_pool",
],
)

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