Fabio
c36510c21e
Some checks failed
Linux Build / Linux cpu (push) Has been cancelled
Linux Build / Linux cpu-clang (push) Has been cancelled
Linux Build / Linux vulkan (push) Has been cancelled
mac-build / macOS CPU (push) Has been cancelled
Nix Build / Nix (cpu) (push) Has been cancelled
Nix Build / Nix (vulkan) (push) Has been cancelled
windows-build / Windows CPU (push) Has been cancelled
79 lines
2.3 KiB
C++
79 lines
2.3 KiB
C++
#pragma once
|
|
|
|
#include "engine/framework/assets/resource_bundle.h"
|
|
#include "engine/framework/modules/speech_encoders/qwen3_audio_encoder_runtime.h"
|
|
|
|
#include <cstdint>
|
|
#include <filesystem>
|
|
#include <memory>
|
|
#include <string>
|
|
#include <string_view>
|
|
#include <vector>
|
|
|
|
namespace engine::assets {
|
|
class TensorSource;
|
|
}
|
|
|
|
namespace engine::models::qwen3_asr {
|
|
|
|
using Qwen3ASRAudioEncoderConfig = modules::Qwen3AudioEncoderConfig;
|
|
|
|
struct Qwen3ASRTextDecoderConfig {
|
|
int64_t vocab_size = 0;
|
|
int64_t output_size = 0;
|
|
int64_t hidden_size = 0;
|
|
int64_t intermediate_size = 0;
|
|
int64_t num_hidden_layers = 0;
|
|
int64_t num_attention_heads = 0;
|
|
int64_t num_key_value_heads = 0;
|
|
int64_t head_dim = 0;
|
|
int64_t max_position_embeddings = 0;
|
|
int64_t audio_token_id = 0;
|
|
int64_t audio_start_token_id = 0;
|
|
int64_t audio_end_token_id = 0;
|
|
int64_t pad_token_id = 0;
|
|
std::vector<int64_t> eos_token_ids;
|
|
float rms_norm_eps = 1.0e-6F;
|
|
float rope_theta = 5000000.0F;
|
|
std::vector<int64_t> mrope_section = {24, 20, 20};
|
|
};
|
|
|
|
struct Qwen3ASRFrontendConfig {
|
|
int sample_rate = 16000;
|
|
int64_t feature_size = 128;
|
|
int64_t hop_length = 160;
|
|
int64_t n_fft = 400;
|
|
};
|
|
|
|
struct Qwen3ASRConfig {
|
|
std::string model_type;
|
|
std::string thinker_model_type;
|
|
std::string model_size;
|
|
int sample_rate = 16000;
|
|
int64_t max_new_tokens = 512;
|
|
int64_t classify_num = 0;
|
|
int64_t timestamp_token_id = 0;
|
|
int64_t timestamp_segment_time_ms = 0;
|
|
bool hf_transformers_layout = false;
|
|
bool tie_word_embeddings = false;
|
|
Qwen3ASRFrontendConfig frontend;
|
|
Qwen3ASRAudioEncoderConfig audio_encoder;
|
|
modules::Qwen3AudioEncoderWeightBinding audio_encoder_binding;
|
|
Qwen3ASRTextDecoderConfig text_decoder;
|
|
std::vector<std::string> supported_languages;
|
|
};
|
|
|
|
struct Qwen3ASRAssets {
|
|
assets::ResourceBundle resources;
|
|
Qwen3ASRConfig config;
|
|
std::shared_ptr<const assets::TensorSource> model_weights;
|
|
};
|
|
|
|
std::shared_ptr<const Qwen3ASRAssets> load_qwen3_asr_assets(const std::filesystem::path & model_path);
|
|
std::shared_ptr<const Qwen3ASRAssets> load_qwen3_asr_assets(
|
|
const std::filesystem::path & model_path,
|
|
std::string_view package_family);
|
|
std::shared_ptr<const Qwen3ASRAssets> load_qwen3_asr_assets(
|
|
assets::ResourceBundle resources);
|
|
|
|
} // namespace engine::models::qwen3_asr
|