Fabio
c36510c21e
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91 lines
2.6 KiB
C++
91 lines
2.6 KiB
C++
#pragma once
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#include "engine/framework/assets/resource_bundle.h"
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#include <cstdint>
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#include <filesystem>
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#include <memory>
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#include <string>
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#include <string_view>
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#include <vector>
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namespace engine::assets {
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class TensorSource;
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}
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namespace engine::community_models::confucius4_r2t2 {
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struct R2T2ASRAudioEncoderConfig {
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int64_t num_mel_bins = 128;
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int64_t encoder_layers = 0;
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int64_t encoder_attention_heads = 0;
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int64_t encoder_ffn_dim = 0;
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int64_t d_model = 0;
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int64_t max_source_positions = 0;
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int64_t n_window = 100;
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int64_t n_window_infer = 400;
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int64_t conv_chunksize = 500;
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int64_t downsample_hidden_size = 0;
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int64_t output_dim = 0;
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std::string activation_function = "gelu";
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};
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struct R2T2ASRTextDecoderConfig {
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int64_t vocab_size = 0;
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int64_t output_size = 0;
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int64_t hidden_size = 0;
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int64_t intermediate_size = 0;
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int64_t num_hidden_layers = 0;
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int64_t num_attention_heads = 0;
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int64_t num_key_value_heads = 0;
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int64_t head_dim = 0;
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int64_t max_position_embeddings = 0;
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int64_t audio_token_id = 0;
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int64_t audio_start_token_id = 0;
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int64_t audio_end_token_id = 0;
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int64_t pad_token_id = 0;
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std::vector<int64_t> eos_token_ids;
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float rms_norm_eps = 1.0e-6F;
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float rope_theta = 5000000.0F;
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bool attention_bias = false;
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std::vector<int64_t> mrope_section = {24, 20, 20};
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};
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struct R2T2ASRFrontendConfig {
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int sample_rate = 16000;
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int64_t feature_size = 128;
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int64_t hop_length = 160;
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int64_t n_fft = 400;
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};
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struct R2T2ASRConfig {
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std::string model_type;
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std::string thinker_model_type;
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std::string model_size;
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int sample_rate = 16000;
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int64_t max_new_tokens = 512;
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int64_t classify_num = 0;
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int64_t timestamp_token_id = 0;
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int64_t timestamp_segment_time_ms = 0;
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bool hf_transformers_layout = false;
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bool tie_word_embeddings = false;
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R2T2ASRFrontendConfig frontend;
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R2T2ASRAudioEncoderConfig audio_encoder;
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R2T2ASRTextDecoderConfig text_decoder;
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std::vector<std::string> supported_languages;
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};
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struct R2T2ASRAssets {
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assets::ResourceBundle resources;
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R2T2ASRConfig config;
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std::shared_ptr<const assets::TensorSource> model_weights;
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};
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std::shared_ptr<const R2T2ASRAssets> load_confucius4_r2t2_assets(const std::filesystem::path & model_path);
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std::shared_ptr<const R2T2ASRAssets> load_confucius4_r2t2_assets(
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const std::filesystem::path & model_path,
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std::string_view package_family);
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std::shared_ptr<const R2T2ASRAssets> load_confucius4_r2t2_assets(
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assets::ResourceBundle resources);
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} // namespace engine::community_models::confucius4_r2t2
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