#include "llama.h" #include "common.h" #include "console.h" #include #include #include #include #include #include #include #include typedef int codepoint; static std::string codepoint_to_utf8(codepoint cp) { std::string result; if (0x00 <= cp && cp <= 0x7f) { result.push_back(cp); } else if (0x80 <= cp && cp <= 0x7ff) { result.push_back(0xc0 | ((cp >> 6) & 0x1f)); result.push_back(0x80 | (cp & 0x3f)); } else if (0x800 <= cp && cp <= 0xffff) { result.push_back(0xe0 | ((cp >> 12) & 0x0f)); result.push_back(0x80 | ((cp >> 6) & 0x3f)); result.push_back(0x80 | (cp & 0x3f)); } else if (0x10000 <= cp && cp <= 0x10ffff) { result.push_back(0xf0 | ((cp >> 18) & 0x07)); result.push_back(0x80 | ((cp >> 12) & 0x3f)); result.push_back(0x80 | ((cp >> 6) & 0x3f)); result.push_back(0x80 | (cp & 0x3f)); } else { throw std::invalid_argument("invalid codepoint"); } return result; } 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_model * model; llama_context * ctx; llama_backend_init(false); // load the vocab { auto lparams = llama_context_default_params(); lparams.vocab_only = true; model = llama_load_model_from_file(fname.c_str(), lparams); if (model == NULL) { fprintf(stderr, "%s: error: failed to load vocab '%s'\n", __func__, fname.c_str()); return 1; } ctx = llama_new_context_with_model(model, lparams); if (ctx == NULL) { fprintf(stderr, "%s: error: failed to load vocab '%s'\n", __func__, fname.c_str()); llama_free_model(model); return 1; } } GGML_ASSERT(llama_vocab_type(ctx) == LLAMA_VOCAB_TYPE_SPM); #ifdef _WIN32 // We need this for unicode console support console::init(false, false); atexit([]() { console::cleanup(); }); #endif const int n_vocab = llama_n_vocab(ctx); for (int i = 0; i < n_vocab; ++i) { std::string str = llama_detokenize_spm(ctx, std::vector(1, i)); std::vector tokens = llama_tokenize(ctx, str, false); std::string check = llama_detokenize_spm(ctx, tokens); if (check != str) { fprintf(stderr, "%s : error: token %d detokenizes to '%s'(%zu) but tokenization of this detokenizes to '%s'(%zu)\n", __func__, i, str.c_str(), str.length(), check.c_str(), check.length()); return 2; } } for (codepoint cp = 0x0000; cp < 0xffff; ++cp) { if (cp < 0xd800 || cp > 0xdfff) { std::string str = codepoint_to_utf8(cp); std::vector tokens = llama_tokenize(ctx, str, false); std::string check = llama_detokenize_spm(ctx, tokens); if (cp != 9601 && str != check) { fprintf(stderr, "%s : error: codepoint %d detokenizes to '%s'(%zu) instead of '%s'(%zu)\n", __func__, cp, check.c_str(), check.length(), str.c_str(), str.length()); return 3; } } } for (codepoint cp = 0x10000; cp < 0x0010ffff; ++cp) { std::string str = codepoint_to_utf8(cp); std::vector tokens = llama_tokenize(ctx, str, false); std::string check = llama_detokenize_spm(ctx, tokens); if (str != check) { fprintf(stderr, "%s : error: codepoint %d detokenizes to '%s'(%zu) instead of '%s'(%zu)\n", __func__, cp, check.c_str(), check.length(), str.c_str(), str.length()); return 4; } } llama_free_model(model); llama_free(ctx); llama_backend_free(); return 0; }