#include "utils.h" #include #include #include static const std::map> k_tests = { { "Hello World", { 1, 10994, 2787, }, }, { " Hello World", { 1, 15043, 2787, }, }, { " Hello World!", { 1, 15043, 2787, 29991, }, }, { " this is 🦙.cpp", { 1, 445, 338, 29871, 243, 162, 169, 156, 29889, 8223, }, }, { "w048 7tuijk dsdfhu", { 1, 29893, 29900, 29946, 29947, 29871, 29955, 9161, 13535, 18031, 2176, 6905, }, }, { "нещо на Български", { 1, 821, 4851, 665, 1386, 29713, 1305, }, }, }; int main(int argc, char **argv) { if (argc < 2) { fprintf(stderr, "Usage: %s \n", argv[0]); return 1; } const std::string fname = argv[1]; fprintf(stderr, "%s : reading vocab from: '%s'\n", __func__, fname.c_str()); llama_vocab vocab; if (!llama_vocab_load(fname, vocab)) { fprintf(stderr, "%s : failed to load vocab from: '%s'\n", __func__, fname.c_str()); return 1; } const int n_vocab = vocab.id_to_token.size(); if (n_vocab != 32000) { fprintf(stderr, "%s : expected 32000 tokens, got %d\n", __func__, n_vocab); return 2; } for (const auto & test_kv : k_tests) { const auto res = llama_tokenize(vocab, test_kv.first, true); bool correct = res.size() == test_kv.second.size(); for (int i = 0; i < (int) res.size() && correct; ++i) { if (res[i] != test_kv.second[i]) { correct = false; } } if (!correct) { fprintf(stderr, "%s : failed test: '%s'\n", __func__, test_kv.first.c_str()); fprintf(stderr, "%s : expected tokens: ", __func__); for (const auto & t : test_kv.second) { fprintf(stderr, "%6d, ", t); } fprintf(stderr, "\n"); fprintf(stderr, "%s : got tokens: ", __func__); for (const auto & t : res) { fprintf(stderr, "%6d, ", t); } fprintf(stderr, "\n"); return 3; } } return 0; }