Function main

subprojects/llama.cpp/tools/quantize/quantize.cpp:463–711

}

int main(int argc, char ** argv) {
    if (argc < 3) {
        usage(argv[0]);
    }

    llama_model_quantize_params params = llama_model_quantize_default_params();

    int arg_idx = 1;
    std::string imatrix_file;
    std::vector<std::string> included_weights, excluded_weights;
    std::vector<llama_model_kv_override> kv_overrides;
    std::vector<tensor_quantization> tensor_types;
    std::vector<int> prune_layers;

    for (; arg_idx < argc && strncmp(argv[arg_idx], "--", 2) == 0; arg_idx++) {
        if (strcmp(argv[arg_idx], "--leave-output-tensor") == 0) {
            params.quantize_output_tensor = false;
        } else if (strcmp(argv[arg_idx], "--output-tensor-type") == 0) {
            if (arg_idx < argc-1) {
                params.output_tensor_type = parse_ggml_type(argv[++arg_idx]);
                if (params.output_tensor_type == GGML_TYPE_COUNT) {
                    usage(argv[0]);
                }
            } else {
                usage(argv[0]);
            }
        } else if (strcmp(argv[arg_idx], "--token-embedding-type") == 0) {
            if (arg_idx < argc-1) {
                params.token_embedding_type = parse_ggml_type(argv[++arg_idx]);
                if (params.token_embedding_type == GGML_TYPE_COUNT) {
                    usage(argv[0]);
                }
            } else {
                usage(argv[0]);
            }
        } else if (strcmp(argv[arg_idx], "--tensor-type") == 0) {
            if (arg_idx == argc-1 || !parse_tensor_type(argv[++arg_idx], tensor_types)) {
                usage(argv[0]);
            }
        } else if (strcmp(argv[arg_idx], "--tensor-type-file") == 0) {
            if (arg_idx == argc-1 || !parse_tensor_type_file(argv[++arg_idx], tensor_types)) {
                usage(argv[0]);
            }
        } else if (strcmp(argv[arg_idx], "--prune-layers") == 0) {
            if (arg_idx == argc-1 || !parse_layer_prune(argv[++arg_idx], prune_layers)) {
                usage(argv[0]);
            }
        } else if (strcmp(argv[arg_idx], "--override-kv") == 0) {
            if (arg_idx == argc-1 || !string_parse_kv_override(argv[++arg_idx], kv_overrides)) {
                usage(argv[0]);
            }
        } else if (strcmp(argv[arg_idx], "--allow-requantize") == 0) {
            params.allow_requantize = true;
        } else if (strcmp(argv[arg_idx], "--pure") == 0) {
            params.pure = true;
        } else if (strcmp(argv[arg_idx], "--imatrix") == 0) {
            if (arg_idx < argc-1) {
                imatrix_file = argv[++arg_idx];