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construct/include/ircd/gpt/gpt.h

82 lines
2.2 KiB
C++

// Matrix Construct
//
// Copyright (C) Matrix Construct Developers, Authors & Contributors
// Copyright (C) 2016-2021 Jason Volk <jason@zemos.net>
//
// Permission to use, copy, modify, and/or distribute this software for any
// purpose with or without fee is hereby granted, provided that the above
// copyright notice and this permission notice is present in all copies. The
// full license for this software is available in the LICENSE file.
#pragma once
#define HAVE_IRCD_GPT_GPT_H
/// Generative Pre-trained Transformer
///
namespace ircd::gpt
{
IRCD_EXCEPTION(ircd::error, error)
struct opts;
struct task;
extern const opts default_opts;
extern log::log log;
}
#include "vocab.h"
#include "model.h"
#include "task.h"
#include "generate.h"
/// Primary Options
///
/// Use this structure to configure and control specifics of the machine.
/// These settings are immutable for the operations. To maintain state between
/// calls see task.h
///
struct ircd::gpt::opts
{
/// Specifies the nominal halting condition based on the sequence of
/// tokens. Generation will complete when this sequence is witnessed. Set
/// tokens to -1 starting from the back to not match that token. Setting
/// all tokens to -1 will ignore this condition.
uint accept_code[3][3]
{
{ 13, 198, -1U, },
{ 198, 198, -1U, },
{ -1U, -1U, -1U, },
};
/// Specifies the exceptional halting condition based on the sequence of
/// tokens. By default, the three zeros represent three outputs of '!'
/// which is probably an error code; note that a true "!!!" is represented
/// by token number 10185. Set tokens to -1 starting from the back to
/// not match that token; generated output after errors is usually garbage.
uint error_code[3][3]
{
{ 0, 0, 0, },
{ -1U, 0, 0, },
{ -1U, 0, 0, },
};
/// Limit number of output tokens. Default of -1 is unlimited; the number
/// of tokens generated will be limited by other factors.
uint limit
{
-1U
};
/// Flip random coins over the top k logits each round. Setting to 1
/// deterministically selects the top logit.
uint top_k
{
2
};
/// Pointer to the model
const model::decoder *model
{
model::default_model
};
};