examples : add tokenize (#4039)

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zakkor 2023-11-17 17:36:44 +02:00 committed by GitHub
parent 2ab0707acb
commit 2fa02b4b3d
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3 changed files with 50 additions and 0 deletions

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@ -24,6 +24,7 @@ else()
add_subdirectory(llama-bench) add_subdirectory(llama-bench)
add_subdirectory(llava) add_subdirectory(llava)
add_subdirectory(main) add_subdirectory(main)
add_subdirectory(tokenize)
add_subdirectory(parallel) add_subdirectory(parallel)
add_subdirectory(perplexity) add_subdirectory(perplexity)
add_subdirectory(quantize) add_subdirectory(quantize)

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@ -0,0 +1,5 @@
set(TARGET tokenize)
add_executable(${TARGET} tokenize.cpp)
install(TARGETS ${TARGET} RUNTIME)
target_link_libraries(${TARGET} PRIVATE common llama ${CMAKE_THREAD_LIBS_INIT})
target_compile_features(${TARGET} PRIVATE cxx_std_11)

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@ -0,0 +1,44 @@
#include "common.h"
#include "llama.h"
#include <cmath>
#include <cstdio>
#include <string>
#include <vector>
int main(int argc, char ** argv) {
if (argc < 3 || argv[1][0] == '-') {
printf("usage: %s MODEL_PATH PROMPT [--ids]\n" , argv[0]);
return 1;
}
auto model_path = argv[1];
auto prompt = argv[2];
const bool printing_ids = argc > 3 && std::string(argv[3]) == "--ids";
llama_backend_init(false);
llama_model_params model_params = llama_model_default_params();
model_params.vocab_only = true;
llama_model * model = llama_load_model_from_file(model_path, model_params);
llama_context_params ctx_params = llama_context_default_params();
llama_context * ctx = llama_new_context_with_model(model, ctx_params);
const bool add_bos = true;
std::vector<llama_token> tokens;
tokens = ::llama_tokenize(model, prompt, add_bos, true);
for (int i = 0; i < (int) tokens.size(); i++) {
if (printing_ids) {
printf("%d\n", tokens[i]);
} else {
printf("%6d -> '%s'\n", tokens[i], llama_token_to_piece(ctx, tokens[i]).c_str());
}
}
return 0;
}