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Aaron Po
@@ -28,54 +28,54 @@ namespace prog_opts = boost::program_options;
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* `postal_code` object in the locations dataset.
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*/
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struct PostalCodeSpec {
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/**
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* @brief Permissive country-wide postal-code format regex, used as the
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* validation fallback for a selected example.
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*/
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std::string country_format_regex{};
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/**
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* @brief Permissive country-wide postal-code format regex, used as the
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* validation fallback for a selected example.
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*/
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std::string country_format_regex{};
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/**
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* @brief City-specific postal-code regexes (more precise than the country
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* format).
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*/
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std::vector<std::string> city_regexes{};
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/**
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* @brief City-specific postal-code regexes (more precise than the country
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* format).
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*/
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std::vector<std::string> city_regexes{};
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/**
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* @brief Concrete example postal codes for this city. The postal code
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* service selects from these rather than synthesizing codes.
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*/
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std::vector<std::string> examples{};
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/**
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* @brief Concrete example postal codes for this city. The postal code
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* service selects from these rather than synthesizing codes.
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*/
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std::vector<std::string> examples{};
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};
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/**
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* @brief Canonical city record for city-level generation.
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*/
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struct City {
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std::string city{};
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std::string state_province{};
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std::string city{};
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std::string state_province{};
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/**
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* @brief ISO 3166-2 subdivision code.
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*/
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std::string iso3166_2{};
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/**
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* @brief ISO 3166-2 subdivision code.
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*/
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std::string iso3166_2{};
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std::string country{};
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std::string country{};
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/**
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* @brief ISO 3166-1 country code.
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*/
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std::string iso3166_1{};
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/**
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* @brief ISO 3166-1 country code.
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*/
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std::string iso3166_1{};
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/**
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* @brief Local language codes in priority order.
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*/
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std::vector<std::string> local_languages{};
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/**
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* @brief Local language codes in priority order.
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*/
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std::vector<std::string> local_languages{};
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/**
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* @brief Postal-code metadata (format regex, city regexes, and concrete
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* examples) sourced directly from the curated locations dataset.
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*/
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PostalCodeSpec postal_code{};
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/**
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* @brief Postal-code metadata (format regex, city regexes, and concrete
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* examples) sourced directly from the curated locations dataset.
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*/
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PostalCodeSpec postal_code{};
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};
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// Name / Persona Models
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@@ -86,44 +86,44 @@ struct City {
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* Produced by the SampleName() helper in generate_users.cc.
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*/
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struct Name {
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std::string first_name{};
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std::string last_name{};
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std::string first_name{};
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std::string last_name{};
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/**
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* @brief Gender associated with the sampled forename (e.g. "M", "F"), as
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* reported by the source dataset.
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*/
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std::string gender{};
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/**
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* @brief Gender associated with the sampled forename (e.g. "M", "F"), as
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* reported by the source dataset.
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*/
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std::string gender{};
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};
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/**
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* @brief A single forename entry from the names-by-country fixture data.
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*/
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struct ForenameEntry {
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/**
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* @brief Romanized forename.
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*/
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std::string name{};
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/**
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* @brief Romanized forename.
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*/
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std::string name{};
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/**
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* @brief Gender associated with this forename, as reported by the source
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* dataset (e.g. "M", "F").
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*/
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std::string gender{};
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/**
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* @brief Gender associated with this forename, as reported by the source
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* dataset (e.g. "M", "F").
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*/
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std::string gender{};
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bool operator==(const ForenameEntry& other) const {
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return name == other.name && gender == other.gender;
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}
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bool operator==(const ForenameEntry& other) const {
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return name == other.name && gender == other.gender;
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}
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};
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namespace std {
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template <>
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struct hash<ForenameEntry> {
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size_t operator()(const ForenameEntry& entry) const noexcept {
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const size_t name_hash = std::hash<std::string>{}(entry.name);
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const size_t gender_hash = std::hash<std::string>{}(entry.gender);
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return name_hash ^ (gender_hash << 1);
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}
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size_t operator()(const ForenameEntry& entry) const noexcept {
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const size_t name_hash = std::hash<std::string>{}(entry.name);
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const size_t gender_hash = std::hash<std::string>{}(entry.gender);
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return name_hash ^ (gender_hash << 1);
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}
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};
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} // namespace std
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@@ -131,20 +131,20 @@ struct hash<ForenameEntry> {
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* @brief A persona archetype used to ground LLM-generated user bios.
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*/
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struct UserPersona {
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/**
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* @brief Persona display name (e.g. "Hophead Explorer").
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*/
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std::string name{};
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/**
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* @brief Persona display name (e.g. "Hophead Explorer").
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*/
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std::string name{};
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/**
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* @brief Short description of the persona's interests and voice.
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*/
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std::string description{};
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/**
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* @brief Short description of the persona's interests and voice.
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*/
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std::string description{};
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/**
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* @brief Beer styles this persona gravitates toward.
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*/
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std::vector<std::string> style_affinities{};
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/**
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* @brief Beer styles this persona gravitates toward.
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*/
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std::vector<std::string> style_affinities{};
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};
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// Configuration Models
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@@ -153,88 +153,88 @@ struct UserPersona {
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* @brief LLM sampling parameters.
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*/
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struct SamplingOptions {
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/**
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* @brief LLM sampling temperature (higher = more random).
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*/
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float temperature = 1.0F;
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/**
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* @brief LLM sampling temperature (higher = more random).
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*/
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float temperature = 1.0F;
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/**
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* @brief LLM nucleus sampling top-p parameter.
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*/
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float top_p = 0.95F;
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/**
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* @brief LLM nucleus sampling top-p parameter.
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*/
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float top_p = 0.95F;
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/**
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* @brief LLM top-k sampling parameter.
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*/
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uint32_t top_k = 64;
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/**
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* @brief LLM top-k sampling parameter.
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*/
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uint32_t top_k = 64;
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/**
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* @brief Context window size (tokens).
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*/
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uint32_t n_ctx = 8192;
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/**
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* @brief Context window size (tokens).
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*/
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uint32_t n_ctx = 8192;
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/**
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* @brief Random seed (-1 for random, otherwise non-negative).
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*/
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int seed = -1;
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/**
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* @brief Random seed (-1 for random, otherwise non-negative).
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*/
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int seed = -1;
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/**
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* @brief Number of layers to offload to GPU.
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*/
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int n_gpu_layers = 0;
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/**
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* @brief Number of layers to offload to GPU.
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*/
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int n_gpu_layers = 0;
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};
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/**
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* @brief Configuration for the LLM generator component.
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*/
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struct GeneratorOptions {
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/**
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* @brief Path to the LLM model file (gguf format).
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*/
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std::filesystem::path model_path;
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/**
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* @brief Path to the LLM model file (gguf format).
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*/
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std::filesystem::path model_path;
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/**
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* @brief Use mocked generator instead of actual LLM inference.
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*/
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bool use_mocked = false;
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/**
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* @brief Use mocked generator instead of actual LLM inference.
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*/
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bool use_mocked = false;
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/**
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* @brief Specific sampling parameters for this generator.
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* If nullopt, the application should use global defaults.
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*/
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std::optional<SamplingOptions> sampling;
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/**
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* @brief Specific sampling parameters for this generator.
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* If nullopt, the application should use global defaults.
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*/
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std::optional<SamplingOptions> sampling;
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};
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/**
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* @brief Configuration for the pipeline execution and output.
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*/
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struct PipelineOptions {
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/**
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* @brief Directory for generated artifacts.
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*/
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std::filesystem::path output_path;
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/**
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* @brief Directory for generated artifacts.
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*/
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std::filesystem::path output_path;
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/**
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* @brief Directory that contains named prompt files (e.g.
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* BREWERY_GENERATION.md).
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*/
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std::filesystem::path prompt_dir;
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/**
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* @brief Directory that contains named prompt files (e.g.
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* BREWERY_GENERATION.md).
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*/
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std::filesystem::path prompt_dir;
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std::filesystem::path log_path;
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std::filesystem::path log_path;
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/**
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* @brief Number of locations to sample from the dataset
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* More locations -> more users/more breweries
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*/
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uint32_t location_count;
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/**
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* @brief Number of locations to sample from the dataset
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* More locations -> more users/more breweries
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*/
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uint32_t location_count;
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};
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/**
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* @brief Root configuration object for the Biergarten pipeline.
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*/
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struct ApplicationOptions {
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GeneratorOptions generator;
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PipelineOptions pipeline;
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GeneratorOptions generator;
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PipelineOptions pipeline;
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};
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// Function Declarations
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