specialists/math_specialist.hpp

GSM8K-tuned math specialist model (PTDS §5.2) More...

Namespaces

Name
sgns
sgns::neoswarm
sgns::neoswarm::specialists

Classes

	Name
class	sgns::neoswarm::specialists::MathSpecialist 1–3B parameter GSM8K-tuned math model (PTDS §5.2).

Detailed Description

GSM8K-tuned math specialist model (PTDS §5.2)

Date: 2026-05-06

Source code

#ifndef NEOSWARM_SPECIALISTS_MATHSPECIALIST_HPP
#define NEOSWARM_SPECIALISTS_MATHSPECIALIST_HPP

#include "i_specialist.hpp"
#include "symbolic_fallback.hpp"
#include "core/engine/inference_engine.hpp"
#include <memory>
#include <optional>

namespace sgns::neoswarm::specialists
{
    class MathSpecialist : public ISpecialist
    {
        public:
        explicit MathSpecialist( std::shared_ptr<core::InferenceEngine> engine = nullptr );

        std::string GetName() const override
        {
            return "MathSpecialist";
        }
        bool IsLoaded() const override
        {
            return m_loaded;
        }

        outcome::result<void> Load( const std::string& model_path ) override;
        outcome::result<std::string> Process( const std::string& input ) override;
        float GetConfidence() const override
        {
            return last_confidence_;
        }

        private:
        std::shared_ptr<core::InferenceEngine> m_engine;
        bool m_loaded = false;
        float last_confidence_ = 0.0f;

        std::string BuildPrompt( const std::string& input ) const;
        std::optional<std::string> TrySymbolicFallback( const std::string& input ) const;
    };

} // namespace sgns::neoswarm::specialists

#endif // NEOSWARM_SPECIALISTS_MATHSPECIALIST_HPP

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Updated on 2026-07-25 at 22:56:57 +0000