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Felipe97/llama-cpp-compiled

sourceHugging Faceupdated 21d agoView on Hugging Face
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fit-params.cpp79 linesDownload Raw Back to fit-params
1#include "llama.h"2#include "../src/llama-ext.h"3 4#include "arg.h"5#include "common.h"6#include "fit.h"7#include "log.h"8 9#include <cinttypes>10 11#if defined(_MSC_VER)12#pragma warning(disable: 4244 4267) // possible loss of data13#endif14 15// satisfies -Wmissing-declarations16int llama_fit_params(int argc, char ** argv);17 18int llama_fit_params(int argc, char ** argv) {19    common_params params;20 21    common_init();22 23    if (!common_params_parse(argc, argv, params, LLAMA_EXAMPLE_FIT_PARAMS)) {24        return 1;25    }26 27    llama_backend_init();28    llama_numa_init(params.numa);29 30    auto mparams = common_model_params_to_llama(params);31    auto cparams = common_context_params_to_llama(params);32 33    if (!params.fit_params_print) {34        const common_params_fit_status status = common_fit_params(params.model.path.c_str(), &mparams, &cparams,35                params.tensor_split, params.tensor_buft_overrides.data(), params.fit_params_target.data(), params.fit_params_min_ctx,36                nullptr,37                params.verbosity >= LOG_LEVEL_DEBUG ? GGML_LOG_LEVEL_DEBUG : GGML_LOG_LEVEL_ERROR);38        if (status != COMMON_PARAMS_FIT_STATUS_SUCCESS) {39            LOG_ERR("%s: failed to fit CLI arguments to free memory, exiting...\n", __func__);40            exit(1);41        }42 43        LOG_INF("%s: printing fitted CLI arguments to stdout...\n", __func__);44        common_log_flush(common_log_main());45        printf("-c %" PRIu32 " -ngl %" PRIi32, cparams.n_ctx, mparams.n_gpu_layers);46 47        size_t nd = llama_max_devices();48        while (nd > 1 && mparams.tensor_split[nd - 1] == 0.0f) {49            nd--;50        }51        if (nd > 1) {52            for (size_t id = 0; id < nd; id++) {53                if (id == 0) {54                    printf(" -ts ");55                }56                printf("%s%" PRIu32, id > 0 ? "," : "", uint32_t(mparams.tensor_split[id]));57            }58        }59 60        const size_t ntbo = llama_max_tensor_buft_overrides();61        bool any_tbo = false;62        for (size_t itbo = 0; itbo < ntbo && mparams.tensor_buft_overrides[itbo].pattern != nullptr; itbo++) {63            if (itbo == 0) {64                printf(" -ot \"");65            }66            printf("%s%s=%s", itbo > 0 ? "," : "", mparams.tensor_buft_overrides[itbo].pattern, ggml_backend_buft_name(mparams.tensor_buft_overrides[itbo].buft));67            any_tbo = true;68        }69        printf("%s\n", any_tbo ? "\"" : "");70    } else {71        LOG_INF("%s: printing estimated memory in MiB to stdout (device, model, context, compute) ...\n", __func__);72        common_log_flush(common_log_main());73 74        common_fit_print(params.model.path.c_str(), &mparams, &cparams);75    }76 77    return 0;78}79