mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2025-06-27 03:55:20 +00:00
mtmd : move helpers to dedicated library (⚠️ breaking change) (#13866)
* mtmd : move helpers to dedicated library * fix server build * rm leftover cmakelist code
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@ -1,10 +1,37 @@
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// fix problem with std::min and std::max
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#if defined(_WIN32)
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#define WIN32_LEAN_AND_MEAN
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#ifndef NOMINMAX
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# define NOMINMAX
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#endif
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#include <windows.h>
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#endif
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#include "mtmd.h"
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#include "mtmd-helper.h"
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#include "llama.h"
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#include <algorithm>
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#include <cinttypes>
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#include <vector>
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//#define MTMD_AUDIO_DEBUG
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#define MINIAUDIO_IMPLEMENTATION
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#ifndef MTMD_AUDIO_DEBUG
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# define MA_NO_ENCODING
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#endif
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#define MA_NO_DEVICE_IO
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#define MA_NO_RESOURCE_MANAGER
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#define MA_NO_NODE_GRAPH
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#define MA_NO_ENGINE
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#define MA_NO_GENERATION
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#define MA_API static
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#include "vendor/miniaudio.h"
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#define STB_IMAGE_IMPLEMENTATION
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#include "vendor/stb_image.h"
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#define LOG_INF(...) fprintf(stdout, __VA_ARGS__)
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#define LOG_ERR(...) fprintf(stderr, __VA_ARGS__)
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@ -315,3 +342,118 @@ int32_t mtmd_helper_eval_chunks(mtmd_context * ctx,
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return 0;
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}
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namespace audio_helpers {
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static bool is_audio_file(const char * buf, size_t len) {
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if (len < 12) {
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return false;
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}
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// RIFF ref: https://en.wikipedia.org/wiki/Resource_Interchange_File_Format
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// WAV ref: https://www.mmsp.ece.mcgill.ca/Documents/AudioFormats/WAVE/WAVE.html
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bool is_wav = memcmp(buf, "RIFF", 4) == 0 && memcmp(buf + 8, "WAVE", 4) == 0;
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bool is_mp3 = len >= 3 && (
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memcmp(buf, "ID3", 3) == 0 ||
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// Check for MPEG sync word (simplified check)
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((unsigned char)buf[0] == 0xFF && ((unsigned char)buf[1] & 0xE0) == 0xE0)
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);
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bool is_flac = memcmp(buf, "fLaC", 4) == 0;
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return is_wav || is_mp3 || is_flac;
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}
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// returns true if the buffer is a valid audio file
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static bool decode_audio_from_buf(const unsigned char * buf_in, size_t len, int target_sampler_rate, std::vector<float> & pcmf32_mono) {
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ma_result result;
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const int channels = 1;
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ma_decoder_config decoder_config = ma_decoder_config_init(ma_format_f32, channels, target_sampler_rate);
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ma_decoder decoder;
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result = ma_decoder_init_memory(buf_in, len, &decoder_config, &decoder);
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if (result != MA_SUCCESS) {
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return false;
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}
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ma_uint64 frame_count;
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ma_uint64 frames_read;
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result = ma_decoder_get_length_in_pcm_frames(&decoder, &frame_count);
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if (result != MA_SUCCESS) {
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ma_decoder_uninit(&decoder);
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return false;
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}
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pcmf32_mono.resize(frame_count);
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result = ma_decoder_read_pcm_frames(&decoder, pcmf32_mono.data(), frame_count, &frames_read);
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if (result != MA_SUCCESS) {
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ma_decoder_uninit(&decoder);
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return false;
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}
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#ifdef MTMD_AUDIO_DEBUG
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// save audio to wav file
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ma_encoder_config config = ma_encoder_config_init(ma_encoding_format_wav, ma_format_f32, 1, target_sampler_rate);
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ma_encoder encoder;
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ma_encoder_init_file("output.wav", &config, &encoder);
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ma_encoder_write_pcm_frames(&encoder, pcmf32_mono.data(), pcmf32_mono.size(), &frames_read);
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ma_encoder_uninit(&encoder);
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#endif
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ma_decoder_uninit(&decoder);
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return true;
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}
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} // namespace audio_helpers
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mtmd_bitmap * mtmd_helper_bitmap_init_from_buf(mtmd_context * ctx, const unsigned char * buf, size_t len) {
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if (audio_helpers::is_audio_file((const char *)buf, len)) {
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std::vector<float> pcmf32;
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int bitrate = mtmd_get_audio_bitrate(ctx);
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if (bitrate < 0) {
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LOG_ERR("This model does not support audio input\n");
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return nullptr;
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}
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if (!audio_helpers::decode_audio_from_buf(buf, len, bitrate, pcmf32)) {
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LOG_ERR("Unable to read WAV audio file from buffer\n");
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return nullptr;
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}
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return mtmd_bitmap_init_from_audio(pcmf32.size(), pcmf32.data());
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}
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// otherwise, we assume it's an image
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mtmd_bitmap * result = nullptr;
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{
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int nx, ny, nc;
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auto * data = stbi_load_from_memory(buf, len, &nx, &ny, &nc, 3);
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if (!data) {
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LOG_ERR("%s: failed to decode image bytes\n", __func__);
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return nullptr;
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}
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result = mtmd_bitmap_init(nx, ny, data);
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stbi_image_free(data);
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}
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return result;
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}
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mtmd_bitmap * mtmd_helper_bitmap_init_from_file(mtmd_context * ctx, const char * fname) {
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std::vector<unsigned char> buf;
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FILE * f = fopen(fname, "rb");
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if (!f) {
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LOG_ERR("Unable to open file %s: %s\n", fname, strerror(errno));
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return nullptr;
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}
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fseek(f, 0, SEEK_END);
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long file_size = ftell(f);
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fseek(f, 0, SEEK_SET);
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buf.resize(file_size);
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size_t n_read = fread(buf.data(), 1, file_size, f);
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fclose(f);
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if (n_read != (size_t)file_size) {
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LOG_ERR("Failed to read entire file %s", fname);
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return nullptr;
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}
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return mtmd_helper_bitmap_init_from_buf(ctx, buf.data(), buf.size());
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}
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