tts: add speaker file support (#12048)

* tts: add speaker file support

Signed-off-by: dm4 <sunrisedm4@gmail.com>

* tts: handle outetts-0.3

* tts : add new line in error message

---------

Signed-off-by: dm4 <sunrisedm4@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
This commit is contained in:
dm4
2025-03-03 21:09:29 +08:00
committed by GitHub
parent d5c63cd7f9
commit c43af9276b
3 changed files with 258 additions and 140 deletions

View File

@ -2452,6 +2452,13 @@ common_params_context common_params_parser_init(common_params & params, llama_ex
params.vocoder.use_guide_tokens = true; params.vocoder.use_guide_tokens = true;
} }
).set_examples({LLAMA_EXAMPLE_TTS, LLAMA_EXAMPLE_SERVER})); ).set_examples({LLAMA_EXAMPLE_TTS, LLAMA_EXAMPLE_SERVER}));
add_opt(common_arg(
{"--tts-speaker-file"}, "FNAME",
"speaker file path for audio generation",
[](common_params & params, const std::string & value) {
params.vocoder.speaker_file = value;
}
).set_examples({LLAMA_EXAMPLE_TTS}));
// model-specific // model-specific
add_opt(common_arg( add_opt(common_arg(

View File

@ -200,6 +200,8 @@ struct common_params_vocoder {
std::string model = ""; // model path // NOLINT std::string model = ""; // model path // NOLINT
std::string model_url = ""; // model url to download // NOLINT std::string model_url = ""; // model url to download // NOLINT
std::string speaker_file = ""; // speaker file path // NOLINT
bool use_guide_tokens = false; // enable guide tokens to improve TTS accuracy // NOLINT bool use_guide_tokens = false; // enable guide tokens to improve TTS accuracy // NOLINT
}; };

View File

@ -3,6 +3,7 @@
#include "sampling.h" #include "sampling.h"
#include "log.h" #include "log.h"
#include "llama.h" #include "llama.h"
#include "json.hpp"
#define _USE_MATH_DEFINES // For M_PI on MSVC #define _USE_MATH_DEFINES // For M_PI on MSVC
@ -16,6 +17,13 @@
#include <thread> #include <thread>
#include <vector> #include <vector>
using json = nlohmann::ordered_json;
enum outetts_version {
OUTETTS_V0_2,
OUTETTS_V0_3,
};
// //
// Terminal utils // Terminal utils
// //
@ -371,7 +379,7 @@ static std::string replace_numbers_with_words(const std::string & input_text) {
} }
// Based on: https://github.com/edwko/OuteTTS/blob/a613e79c489d8256dd657ea9168d78de75895d82/outetts/version/v1/prompt_processor.py#L39 // Based on: https://github.com/edwko/OuteTTS/blob/a613e79c489d8256dd657ea9168d78de75895d82/outetts/version/v1/prompt_processor.py#L39
static std::string process_text(const std::string & text) { static std::string process_text(const std::string & text, const outetts_version tts_version = OUTETTS_V0_2) {
// For now I skipped text romanization as I am unsure how to handle // For now I skipped text romanization as I am unsure how to handle
// uroman and MeCab implementations in C++ // uroman and MeCab implementations in C++
@ -401,7 +409,8 @@ static std::string process_text(const std::string & text) {
if (c == ' ') { if (c == ' ') {
prompt_clean += "<|text_sep|>"; prompt_clean += "<|text_sep|>";
*/ */
processed_text = std::regex_replace(processed_text, std::regex(R"(\s)"), "<|text_sep|>"); std::string separator = (tts_version == OUTETTS_V0_3) ? "<|space|>" : "<|text_sep|>";
processed_text = std::regex_replace(processed_text, std::regex(R"(\s)"), separator);
return processed_text; return processed_text;
} }
@ -425,8 +434,8 @@ static void prompt_init(llama_tokens & prompt, const llama_vocab * vocab) {
prompt_add(prompt, vocab, "<|im_start|>\n", true, true); prompt_add(prompt, vocab, "<|im_start|>\n", true, true);
} }
static std::vector<llama_token> prepare_guide_tokens(const llama_vocab * vocab, const std::string & str) { static std::vector<llama_token> prepare_guide_tokens(const llama_vocab * vocab, const std::string & str, const outetts_version tts_version = OUTETTS_V0_2) {
const std::string& delimiter = "<|text_sep|>"; const std::string& delimiter = (tts_version == OUTETTS_V0_3 ? "<|space|>" : "<|text_sep|>");
std::vector<llama_token> result; std::vector<llama_token> result;
size_t start = 0; size_t start = 0;
@ -452,6 +461,78 @@ static std::vector<llama_token> prepare_guide_tokens(const llama_vocab * vocab,
return result; return result;
} }
static json speaker_from_file(const std::string & speaker_file) {
std::ifstream file(speaker_file);
if (!file) {
LOG_ERR("%s: Failed to open file '%s' for reading\n", __func__, speaker_file.c_str());
return json();
}
json speaker = json::parse(file);
return speaker;
}
static outetts_version get_tts_version(llama_model *model, json speaker = json::object()) {
if (speaker.contains("version")) {
std::string version = speaker["version"].get<std::string>();
if (version == "0.2") {
return OUTETTS_V0_2;
} else if (version == "0.3") {
return OUTETTS_V0_3;
} else {
LOG_ERR("%s: Unsupported speaker version '%s'\n", __func__, version.c_str());
}
}
// Also could get version from model itself
const char *chat_template = llama_model_chat_template(model, nullptr);
if (chat_template && std::string(chat_template) == "outetts-0.3") {
return OUTETTS_V0_3;
}
// Use 0.2 as the default version
return OUTETTS_V0_2;
}
static std::string audio_text_from_speaker(json speaker, const outetts_version tts_version = OUTETTS_V0_2) {
std::string audio_text = "<|text_start|>";
if (tts_version == OUTETTS_V0_2 || tts_version == OUTETTS_V0_3) {
std::string separator = (tts_version == OUTETTS_V0_3) ? "<|space|>" : "<|text_sep|>";
for (const auto &word : speaker["words"]) {
audio_text += word["word"].get<std::string>() + separator;
}
}
return audio_text;
}
static std::string audio_data_from_speaker(json speaker, const outetts_version tts_version = OUTETTS_V0_2) {
std::string audio_data = "<|audio_start|>\n";
if (tts_version == OUTETTS_V0_2 || tts_version == OUTETTS_V0_3) {
std::string code_start = (tts_version == OUTETTS_V0_3) ? "" : "<|code_start|>";
std::string code_end = (tts_version == OUTETTS_V0_3) ? "<|space|>" : "<|code_end|>";
for (const auto &word : speaker["words"]) {
std::string word_text = word["word"].get<std::string>();
double duration = word["duration"].get<double>();
std::vector<int> codes = word["codes"].get<std::vector<int>>();
// Create the audio output entry
std::ostringstream word_entry;
word_entry << word_text << "<|t_" << std::fixed << std::setprecision(2)
<< duration << "|>" + code_start;
for (const auto &Code : codes) {
word_entry << "<|" << Code << "|>";
}
word_entry << code_end << "\n";
audio_data += word_entry.str();
}
}
return audio_data;
}
int main(int argc, char ** argv) { int main(int argc, char ** argv) {
common_params params; common_params params;
@ -523,34 +604,9 @@ int main(int argc, char ** argv) {
std::vector<llama_token> codes; std::vector<llama_token> codes;
std::vector<llama_token> guide_tokens; std::vector<llama_token> guide_tokens;
// process prompt and generate voice codes // the default speaker profile is from: https://github.com/edwko/OuteTTS/blob/main/outetts/version/v1/default_speakers/en_male_1.json
{ std::string audio_text = "<|text_start|>the<|text_sep|>overall<|text_sep|>package<|text_sep|>from<|text_sep|>just<|text_sep|>two<|text_sep|>people<|text_sep|>is<|text_sep|>pretty<|text_sep|>remarkable<|text_sep|>sure<|text_sep|>i<|text_sep|>have<|text_sep|>some<|text_sep|>critiques<|text_sep|>about<|text_sep|>some<|text_sep|>of<|text_sep|>the<|text_sep|>gameplay<|text_sep|>aspects<|text_sep|>but<|text_sep|>its<|text_sep|>still<|text_sep|>really<|text_sep|>enjoyable<|text_sep|>and<|text_sep|>it<|text_sep|>looks<|text_sep|>lovely<|text_sep|>";
LOG_INF("%s: constructing prompt ..\n", __func__); std::string audio_data = R"(<|audio_start|>
std::vector<llama_token> prompt_inp;
prompt_init(prompt_inp, vocab);
prompt_add(prompt_inp, vocab, "<|text_start|>the<|text_sep|>overall<|text_sep|>package<|text_sep|>from<|text_sep|>just<|text_sep|>two<|text_sep|>people<|text_sep|>is<|text_sep|>pretty<|text_sep|>remarkable<|text_sep|>sure<|text_sep|>i<|text_sep|>have<|text_sep|>some<|text_sep|>critiques<|text_sep|>about<|text_sep|>some<|text_sep|>of<|text_sep|>the<|text_sep|>gameplay<|text_sep|>aspects<|text_sep|>but<|text_sep|>its<|text_sep|>still<|text_sep|>really<|text_sep|>enjoyable<|text_sep|>and<|text_sep|>it<|text_sep|>looks<|text_sep|>lovely<|text_sep|>", false, true);
// convert the input text into the necessary format expected by OuteTTS
{
std::string prompt_clean = process_text(params.prompt);
if (params.vocoder.use_guide_tokens) {
guide_tokens = prepare_guide_tokens(vocab, prompt_clean);
}
LOG_INF("%s: prompt: '%s'\n", __func__, prompt_clean.c_str());
prompt_add(prompt_inp, vocab, prompt_clean, false, true);
}
prompt_add(prompt_inp, vocab, "<|text_end|>\n", false, true);
// disabled to save time on tokenizing each time
// TODO: load voices from the json files
#if 0
const std::string voice_data = R"(<|audio_start|>
the<|t_0.08|><|code_start|><|257|><|740|><|636|><|913|><|788|><|1703|><|code_end|> the<|t_0.08|><|code_start|><|257|><|740|><|636|><|913|><|788|><|1703|><|code_end|>
overall<|t_0.36|><|code_start|><|127|><|201|><|191|><|774|><|700|><|532|><|1056|><|557|><|798|><|298|><|1741|><|747|><|1662|><|1617|><|1702|><|1527|><|368|><|1588|><|1049|><|1008|><|1625|><|747|><|1576|><|728|><|1019|><|1696|><|1765|><|code_end|> overall<|t_0.36|><|code_start|><|127|><|201|><|191|><|774|><|700|><|532|><|1056|><|557|><|798|><|298|><|1741|><|747|><|1662|><|1617|><|1702|><|1527|><|368|><|1588|><|1049|><|1008|><|1625|><|747|><|1576|><|728|><|1019|><|1696|><|1765|><|code_end|>
package<|t_0.56|><|code_start|><|935|><|584|><|1319|><|627|><|1016|><|1491|><|1344|><|1117|><|1526|><|1040|><|239|><|1435|><|951|><|498|><|723|><|1180|><|535|><|789|><|1649|><|1637|><|78|><|465|><|1668|><|901|><|595|><|1675|><|117|><|1009|><|1667|><|320|><|840|><|79|><|507|><|1762|><|1508|><|1228|><|1768|><|802|><|1450|><|1457|><|232|><|639|><|code_end|> package<|t_0.56|><|code_start|><|935|><|584|><|1319|><|627|><|1016|><|1491|><|1344|><|1117|><|1526|><|1040|><|239|><|1435|><|951|><|498|><|723|><|1180|><|535|><|789|><|1649|><|1637|><|78|><|465|><|1668|><|901|><|595|><|1675|><|117|><|1009|><|1667|><|320|><|840|><|79|><|507|><|1762|><|1508|><|1228|><|1768|><|802|><|1450|><|1457|><|232|><|639|><|code_end|>
@ -582,117 +638,170 @@ it<|t_0.09|><|code_start|><|848|><|1366|><|395|><|1601|><|1513|><|593|><|1302|><
looks<|t_0.27|><|code_start|><|1281|><|1266|><|1755|><|572|><|248|><|1751|><|1257|><|695|><|1380|><|457|><|659|><|585|><|1315|><|1105|><|1776|><|736|><|24|><|736|><|654|><|1027|><|code_end|> looks<|t_0.27|><|code_start|><|1281|><|1266|><|1755|><|572|><|248|><|1751|><|1257|><|695|><|1380|><|457|><|659|><|585|><|1315|><|1105|><|1776|><|736|><|24|><|736|><|654|><|1027|><|code_end|>
lovely<|t_0.56|><|code_start|><|634|><|596|><|1766|><|1556|><|1306|><|1285|><|1481|><|1721|><|1123|><|438|><|1246|><|1251|><|795|><|659|><|1381|><|1658|><|217|><|1772|><|562|><|952|><|107|><|1129|><|1112|><|467|><|550|><|1079|><|840|><|1615|><|1469|><|1380|><|168|><|917|><|836|><|1827|><|437|><|583|><|67|><|595|><|1087|><|1646|><|1493|><|1677|><|code_end|>)"; lovely<|t_0.56|><|code_start|><|634|><|596|><|1766|><|1556|><|1306|><|1285|><|1481|><|1721|><|1123|><|438|><|1246|><|1251|><|795|><|659|><|1381|><|1658|><|217|><|1772|><|562|><|952|><|107|><|1129|><|1112|><|467|><|550|><|1079|><|840|><|1615|><|1469|><|1380|><|168|><|917|><|836|><|1827|><|437|><|583|><|67|><|595|><|1087|><|1646|><|1493|><|1677|><|code_end|>)";
auto tmp = common_tokenize(vocab, voice_data, false, true); // audio data for 0.3 version
printf("\n\n"); outetts_version tts_version = get_tts_version(model_ttc);
for (int i = 0; i < tmp.size(); ++i) { if (tts_version == OUTETTS_V0_3) {
printf("%d, ", tmp[i]); audio_text = std::regex_replace(audio_text, std::regex(R"(<\|text_sep\|>)"), "<|space|>");
audio_data = std::regex_replace(audio_data, std::regex(R"(<\|code_start\|>)"), "");
audio_data = std::regex_replace(audio_data, std::regex(R"(<\|code_end\|>)"), "<|space|>");
}
// load speaker if given
if (!params.vocoder.speaker_file.empty()) {
LOG_INF("%s: loading speaker ..\n", __func__);
json speaker = speaker_from_file(params.vocoder.speaker_file);
if (speaker.empty()) {
LOG_ERR("%s: Failed to load speaker file '%s'\n", __func__, params.vocoder.speaker_file.c_str());
return 1;
} }
printf("\n\n"); audio_text = audio_text_from_speaker(speaker, tts_version);
audio_data = audio_data_from_speaker(speaker, tts_version);
}
// process prompt and generate voice codes
{
LOG_INF("%s: constructing prompt ..\n", __func__);
std::vector<llama_token> prompt_inp;
prompt_init(prompt_inp, vocab);
prompt_add(prompt_inp, vocab, audio_text, false, true);
// convert the input text into the necessary format expected by OuteTTS
{
std::string prompt_clean = process_text(params.prompt, tts_version);
if (params.vocoder.use_guide_tokens) {
guide_tokens = prepare_guide_tokens(vocab, prompt_clean, tts_version);
}
LOG_INF("%s: prompt: '%s'\n", __func__, prompt_clean.c_str());
prompt_add(prompt_inp, vocab, prompt_clean, false, true);
}
prompt_add(prompt_inp, vocab, "<|text_end|>\n", false, true);
if (!params.vocoder.speaker_file.empty()) {
prompt_add(prompt_inp, vocab, audio_data, false, true);
} else {
// disabled to save time on tokenizing each time
#if 1
const std::string voice_data = audio_data;
auto tmp = common_tokenize(vocab, voice_data, false, true);
printf("\n\n");
for (size_t i = 0; i < tmp.size(); ++i) {
printf("%d, ", tmp[i]);
}
printf("\n\n");
prompt_add(prompt_inp, tmp);
#else #else
prompt_add(prompt_inp, llama_tokens { prompt_add(prompt_inp, llama_tokens {
151667, 198, 1782, 155780, 151669, 151929, 152412, 152308, 152585, 151667, 198, 1782, 155780, 151669, 151929, 152412, 152308, 152585,
152460, 153375, 151670, 198, 74455, 155808, 151669, 151799, 152460, 153375, 151670, 198, 74455, 155808, 151669, 151799,
151873, 151863, 152446, 152372, 152204, 152728, 152229, 152470, 151873, 151863, 152446, 152372, 152204, 152728, 152229, 152470,
151970, 153413, 152419, 153334, 153289, 153374, 153199, 152040, 151970, 153413, 152419, 153334, 153289, 153374, 153199, 152040,
153260, 152721, 152680, 153297, 152419, 153248, 152400, 152691, 153260, 152721, 152680, 153297, 152419, 153248, 152400, 152691,
153368, 153437, 151670, 198, 1722, 155828, 151669, 152607, 153368, 153437, 151670, 198, 1722, 155828, 151669, 152607,
152256, 152991, 152299, 152688, 153163, 153016, 152789, 153198, 152256, 152991, 152299, 152688, 153163, 153016, 152789, 153198,
152712, 151911, 153107, 152623, 152170, 152395, 152852, 152207, 152712, 151911, 153107, 152623, 152170, 152395, 152852, 152207,
152461, 153321, 153309, 151750, 152137, 153340, 152573, 152267, 152461, 153321, 153309, 151750, 152137, 153340, 152573, 152267,
153347, 151789, 152681, 153339, 151992, 152512, 151751, 152179, 153347, 151789, 152681, 153339, 151992, 152512, 151751, 152179,
153434, 153180, 152900, 153440, 152474, 153122, 153129, 151904, 153434, 153180, 152900, 153440, 152474, 153122, 153129, 151904,
152311, 151670, 198, 1499, 155791, 151669, 152276, 152454, 152311, 151670, 198, 1499, 155791, 151669, 152276, 152454,
153354, 152544, 153204, 153272, 152708, 153433, 152319, 153226, 153354, 152544, 153204, 153272, 152708, 153433, 152319, 153226,
153043, 152325, 153267, 152622, 151670, 198, 4250, 155797, 153043, 152325, 153267, 152622, 151670, 198, 4250, 155797,
151669, 153454, 153342, 151989, 152458, 153420, 152303, 152271, 151669, 153454, 153342, 151989, 152458, 153420, 152303, 152271,
152827, 153036, 153196, 151708, 153263, 152561, 153207, 152213, 152827, 153036, 153196, 151708, 153263, 152561, 153207, 152213,
152112, 153204, 151722, 152542, 151670, 198, 19789, 155796, 152112, 153204, 151722, 152542, 151670, 198, 19789, 155796,
151669, 153353, 153182, 152345, 152471, 152477, 153014, 152002, 151669, 153353, 153182, 152345, 152471, 152477, 153014, 152002,
152191, 151734, 152312, 152810, 152237, 153224, 153169, 153224, 152191, 151734, 152312, 152810, 152237, 153224, 153169, 153224,
152244, 153387, 153404, 151670, 198, 16069, 155811, 151669, 152244, 153387, 153404, 151670, 198, 16069, 155811, 151669,
152265, 151946, 151808, 152412, 152363, 152305, 153156, 152733, 152265, 151946, 151808, 152412, 152363, 152305, 153156, 152733,
152810, 153157, 152016, 152100, 152069, 153234, 152317, 152589, 152810, 153157, 152016, 152100, 152069, 153234, 152317, 152589,
152707, 153121, 153341, 152159, 152114, 153156, 153001, 153504, 152707, 153121, 153341, 152159, 152114, 153156, 153001, 153504,
153376, 152272, 152433, 152325, 151941, 151670, 198, 285, 153376, 152272, 152433, 152325, 151941, 151670, 198, 285,
155788, 151669, 152238, 152255, 153427, 152318, 153009, 152381, 155788, 151669, 152238, 152255, 153427, 152318, 153009, 152381,
152474, 152680, 152157, 153255, 152324, 151682, 151670, 198, 152474, 152680, 152157, 153255, 152324, 151682, 151670, 198,
32955, 155804, 151669, 153490, 153419, 152364, 152405, 152682, 32955, 155804, 151669, 153490, 153419, 152364, 152405, 152682,
152206, 152078, 153369, 152725, 153193, 153027, 152946, 152488, 152206, 152078, 153369, 152725, 153193, 153027, 152946, 152488,
153070, 151883, 152890, 152489, 153144, 153375, 152358, 151685, 153070, 151883, 152890, 152489, 153144, 153375, 152358, 151685,
152494, 152117, 152740, 151670, 198, 37448, 480, 155840, 151669, 152494, 152117, 152740, 151670, 198, 37448, 480, 155840, 151669,
151902, 152720, 153377, 152027, 152378, 152821, 153207, 153459, 151902, 152720, 153377, 152027, 152378, 152821, 153207, 153459,
153028, 153068, 152507, 153255, 152158, 152921, 151958, 152609, 153028, 153068, 152507, 153255, 152158, 152921, 151958, 152609,
152748, 152822, 152286, 151714, 152730, 152377, 152353, 152470, 152748, 152822, 152286, 151714, 152730, 152377, 152353, 152470,
152606, 152162, 152186, 153071, 152244, 153118, 153375, 153018, 152606, 152162, 152186, 153071, 152244, 153118, 153375, 153018,
152712, 153098, 152976, 152336, 151843, 153202, 152297, 151736, 152712, 153098, 152976, 152336, 151843, 153202, 152297, 151736,
153380, 153502, 152702, 152115, 153181, 152735, 153277, 153457, 153380, 153502, 152702, 152115, 153181, 152735, 153277, 153457,
152393, 153112, 152595, 151670, 198, 19098, 155808, 151669, 152393, 153112, 152595, 151670, 198, 19098, 155808, 151669,
152464, 153452, 152595, 153312, 151937, 151933, 153197, 152239, 152464, 153452, 152595, 153312, 151937, 151933, 153197, 152239,
153163, 152922, 153402, 152034, 152591, 153438, 152215, 151673, 153163, 152922, 153402, 152034, 152591, 153438, 152215, 151673,
152005, 151785, 152642, 151924, 153278, 151805, 151974, 153482, 152005, 151785, 152642, 151924, 153278, 151805, 151974, 153482,
152718, 152862, 153347, 151670, 198, 72, 155780, 151669, 151795, 152718, 152862, 153347, 151670, 198, 72, 155780, 151669, 151795,
152111, 152746, 152377, 153471, 152309, 151670, 198, 19016, 152111, 152746, 152377, 153471, 152309, 151670, 198, 19016,
155788, 151669, 153181, 152271, 152190, 152842, 152224, 152701, 155788, 151669, 153181, 152271, 152190, 152842, 152224, 152701,
152939, 152536, 152091, 151815, 152733, 151672, 151670, 198, 152939, 152536, 152091, 151815, 152733, 151672, 151670, 198,
14689, 155788, 151669, 152291, 152072, 152942, 151734, 153042, 14689, 155788, 151669, 152291, 152072, 152942, 151734, 153042,
153504, 152589, 153333, 151839, 151941, 153038, 153180, 151670, 153504, 152589, 153333, 151839, 151941, 153038, 153180, 151670,
198, 36996, 8303, 155832, 151669, 152231, 152256, 152835, 198, 36996, 8303, 155832, 151669, 152231, 152256, 152835,
152801, 152985, 153400, 152393, 152818, 152765, 152249, 152600, 152801, 152985, 153400, 152393, 152818, 152765, 152249, 152600,
151699, 152302, 152752, 153018, 153009, 151992, 153054, 152847, 151699, 152302, 152752, 153018, 153009, 151992, 153054, 152847,
153354, 153228, 152662, 153355, 152532, 153393, 151782, 152458, 153354, 153228, 152662, 153355, 152532, 153393, 151782, 152458,
152048, 152757, 152428, 153195, 151906, 153006, 153178, 153250, 152048, 152757, 152428, 153195, 151906, 153006, 153178, 153250,
152331, 152284, 152780, 153138, 153319, 151980, 153142, 152418, 152331, 152284, 152780, 153138, 153319, 151980, 153142, 152418,
152228, 152733, 151670, 198, 9096, 155801, 151669, 151698, 152228, 152733, 151670, 198, 9096, 155801, 151669, 151698,
153321, 152217, 153039, 152935, 153400, 152122, 152531, 153106, 153321, 152217, 153039, 152935, 153400, 152122, 152531, 153106,
152169, 152892, 152957, 151851, 152427, 152826, 152451, 151851, 152169, 152892, 152957, 151851, 152427, 152826, 152451, 151851,
152901, 152885, 152594, 153446, 153080, 151670, 198, 14689, 152901, 152885, 152594, 153446, 153080, 151670, 198, 14689,
155795, 151669, 152658, 151700, 153321, 152450, 152530, 153191, 155795, 151669, 152658, 151700, 153321, 152450, 152530, 153191,
151673, 151690, 151698, 152714, 152846, 152981, 153171, 153384, 151673, 151690, 151698, 152714, 152846, 152981, 153171, 153384,
153364, 153188, 153246, 151670, 198, 1055, 155779, 151669, 153364, 153188, 153246, 151670, 198, 1055, 155779, 151669,
151869, 152388, 152711, 153334, 151736, 151670, 198, 1782, 151869, 152388, 152711, 153334, 151736, 151670, 198, 1782,
155780, 151669, 153483, 153240, 152241, 152558, 152697, 153046, 155780, 151669, 153483, 153240, 152241, 152558, 152697, 153046,
151670, 198, 5804, 1363, 155820, 151669, 152941, 152764, 152605, 151670, 198, 5804, 1363, 155820, 151669, 152941, 152764, 152605,
153034, 153434, 153372, 153347, 151887, 152453, 152758, 152133, 153034, 153434, 153372, 153347, 151887, 152453, 152758, 152133,
152510, 152694, 152431, 152321, 153088, 152676, 152223, 152581, 152510, 152694, 152431, 152321, 153088, 152676, 152223, 152581,
152459, 152015, 152502, 153063, 152712, 153294, 153451, 153032, 152459, 152015, 152502, 153063, 152712, 153294, 153451, 153032,
152903, 152859, 152989, 151748, 152669, 152661, 152650, 152409, 152903, 152859, 152989, 151748, 152669, 152661, 152650, 152409,
151861, 151670, 198, 300, 7973, 155828, 151669, 153095, 152469, 151861, 151670, 198, 300, 7973, 155828, 151669, 153095, 152469,
152988, 152894, 151819, 152391, 153019, 152058, 153062, 153230, 152988, 152894, 151819, 152391, 153019, 152058, 153062, 153230,
151826, 152112, 152306, 152264, 152769, 153390, 152384, 152435, 151826, 152112, 152306, 152264, 152769, 153390, 152384, 152435,
152790, 153393, 152983, 152540, 152252, 152034, 153107, 152540, 152790, 153393, 152983, 152540, 152252, 152034, 153107, 152540,
151919, 151893, 152558, 152817, 152946, 152956, 152129, 152715, 151919, 151893, 152558, 152817, 152946, 152956, 152129, 152715,
153131, 153490, 151734, 152271, 152707, 151734, 153321, 152450, 153131, 153490, 151734, 152271, 152707, 151734, 153321, 152450,
151670, 198, 8088, 155792, 151669, 152452, 153497, 153353, 151670, 198, 8088, 155792, 151669, 152452, 153497, 153353,
152679, 152533, 152382, 152374, 152611, 153341, 153163, 152285, 152679, 152533, 152382, 152374, 152611, 153341, 153163, 152285,
153411, 152495, 153141, 152320, 151670, 198, 1199, 155781, 153411, 152495, 153141, 152320, 151670, 198, 1199, 155781,
151669, 151764, 152360, 153295, 152634, 153342, 152199, 152271, 151669, 151764, 152360, 153295, 152634, 153342, 152199, 152271,
151670, 198, 43366, 155799, 151669, 152308, 151682, 152889, 151670, 198, 43366, 155799, 151669, 152308, 151682, 152889,
152016, 152385, 152629, 152495, 151826, 153321, 152958, 152180, 152016, 152385, 152629, 152495, 151826, 153321, 152958, 152180,
151886, 153432, 152922, 152128, 153024, 153040, 152593, 152287, 151886, 153432, 152922, 152128, 153024, 153040, 152593, 152287,
151677, 151670, 198, 53660, 155808, 151669, 151727, 152092, 151677, 151670, 198, 53660, 155808, 151669, 151727, 152092,
152680, 153331, 151699, 152316, 152938, 152289, 152433, 153384, 152680, 153331, 151699, 152316, 152938, 152289, 152433, 153384,
151781, 153137, 153259, 152175, 153213, 152291, 151869, 152691, 151781, 153137, 153259, 152175, 153213, 152291, 151869, 152691,
152489, 151941, 152049, 152034, 153053, 152179, 153160, 151676, 152489, 151941, 152049, 152034, 153053, 152179, 153160, 151676,
153367, 151670, 198, 268, 4123, 480, 155821, 151669, 152350, 153367, 151670, 198, 268, 4123, 480, 155821, 151669, 152350,
152173, 152536, 151991, 151960, 153144, 153013, 152358, 152234, 152173, 152536, 151991, 151960, 153144, 153013, 152358, 152234,
153135, 152291, 153235, 152143, 152583, 152402, 153483, 152678, 153135, 152291, 153235, 152143, 152583, 152402, 153483, 152678,
152192, 152533, 152946, 151797, 153103, 152310, 152293, 151825, 152192, 152533, 152946, 151797, 153103, 152310, 152293, 151825,
152548, 153442, 152109, 152659, 153325, 152781, 152570, 152957, 152548, 153442, 152109, 152659, 153325, 152781, 152570, 152957,
151752, 152265, 153381, 152515, 151670, 198, 437, 155787, 151752, 152265, 153381, 152515, 151670, 198, 437, 155787,
151669, 152957, 152659, 151975, 152709, 152402, 152836, 152174, 151669, 152957, 152659, 151975, 152709, 152402, 152836, 152174,
151792, 153409, 153327, 152990, 151670, 198, 275, 155781, 151792, 153409, 153327, 152990, 151670, 198, 275, 155781,
151669, 152520, 153038, 152067, 153273, 153185, 152265, 152974, 151669, 152520, 153038, 152067, 153273, 153185, 152265, 152974,
151670, 198, 94273, 155799, 151669, 152953, 152938, 153427, 151670, 198, 94273, 155799, 151669, 152953, 152938, 153427,
152244, 151920, 153423, 152929, 152367, 153052, 152129, 152331, 152244, 151920, 153423, 152929, 152367, 153052, 152129, 152331,
152257, 152987, 152777, 153448, 152408, 151696, 152408, 152326, 152257, 152987, 152777, 153448, 152408, 151696, 152408, 152326,
152699, 151670, 198, 385, 16239, 155828, 151669, 152306, 152268, 152699, 151670, 198, 385, 16239, 155828, 151669, 152306, 152268,
153438, 153228, 152978, 152957, 153153, 153393, 152795, 152110, 153438, 153228, 152978, 152957, 153153, 153393, 152795, 152110,
152918, 152923, 152467, 152331, 153053, 153330, 151889, 153444, 152918, 152923, 152467, 152331, 153053, 153330, 151889, 153444,
152234, 152624, 151779, 152801, 152784, 152139, 152222, 152751, 152234, 152624, 151779, 152801, 152784, 152139, 152222, 152751,
152512, 153287, 153141, 153052, 151840, 152589, 152508, 153499, 152512, 153287, 153141, 153052, 151840, 152589, 152508, 153499,
152109, 152255, 151739, 152267, 152759, 153318, 153165, 153349, 152109, 152255, 151739, 152267, 152759, 153318, 153165, 153349,
151670,}); 151670,});
#endif #endif
}
// print the prompt token-by-token // print the prompt token-by-token