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@ -542,85 +542,38 @@ size_t ggml_quantize_q4_1(float * src, void * dst, int n, int k, int qk, int64_t
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return (n/k)*row_size;
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}
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void untokenize(sentencepiece::SentencePieceProcessor & sp, std::vector<gpt_vocab::id> & buffids, std::vector<gpt_vocab::id> & embd)
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void untokenize(sentencepiece::SentencePieceProcessor &sp, std::vector<gpt_vocab::id> &buffids, std::vector<gpt_vocab::id> &embd)
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{
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// std::string output = sp.DecodeIds(embd);
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// printf("%s", output.c_str());
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// return;
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// Convert the IDs in embd to tokens using SentencePiece
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// std::vector<gpt_vocab::id> pieces;
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// for (const auto& id : embd) {
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// //std::string s = sp.DecodeIds(id);
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// //s = std::regex_replace(s, std::regex("▁"), " ");
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// // if (s.find("<0x") == 0 && s[s.length() - 1] == '>')
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// // {
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// // s = sp.IdToPiece(id);
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// // }
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// //printf("%s", s.c_str());
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// pieces.push_back(id);
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// // if(s.length() > 1)
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// // tokens.push_back(" ");
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// }
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// // Insert spaces between tokens
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// // std::string text;
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// // for (const auto& token : tokens) {
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// // // Add a space before the token if it is not the first token and it doesn't start with a special character
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// // if (!text.empty() && !(token[0] == '\0x25' && token[1] == '\0x81') && token[0] != ' ') {
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// // text += ' ';
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// // }
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// // text += sp.DecodePieces(tokens);
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// // }
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// //sp.DecodeIds(embd);
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// std::string text =
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// sp.DecodeIds(pieces);
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// printf("%s", text.c_str());
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std::string buff;
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for (auto id : embd) {
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std::string s = sp.IdToPiece(id); //vocab.id_to_token[id];
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if (s.find("<0x") == 0 && s[s.length() - 1] == '>')
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{
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buffids.push_back(id);
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// Extract the hexadecimal value from the token
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std::string hex_value = s.substr(s.find("0x"));
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// Convert the hexadecimal value to binary and print it
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int decimal_value;
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std::stringstream(hex_value) >> std::hex >> decimal_value;
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std::bitset<8> binary_value(decimal_value);
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char* bytes = reinterpret_cast<char*>(&decimal_value);
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buff = buff + std::string(bytes);
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//printf("bufferring %s, total buffer: %s\n", s.c_str(), buff.c_str());
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}
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else if(s.find("▁") == 0)
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for (auto id : embd)
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{
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std::string s = sp.IdToPiece(id); // vocab.id_to_token[id];
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if (s.find("<0x") == 0 && s[s.length() - 1] == '>')
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{
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buffids.push_back(id);
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std::string txt = sp.DecodeIds(buffids);
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// printf("bufferring %s, total buffer: %s\n", s.c_str(), txt.c_str());
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}
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else if (s.find("▁") == 0)
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{
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if (!buffids.empty())
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{
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if(!buff.empty())
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{
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std::string txt = sp.DecodeIds(buffids);
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printf("%s", txt.c_str());
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buffids.clear();
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buff = "";
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}
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s = std::regex_replace(s, std::regex("▁"), " ");
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//s.replace(0, 2, 1, ' ');
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printf("%s", s.c_str());
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std::string txt = sp.DecodeIds(buffids);
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printf("%s", txt.c_str());
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buffids.clear();
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}
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else
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s = std::regex_replace(s, std::regex("▁"), " ");
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printf("%s", s.c_str());
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}
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else
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{
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if (!buffids.empty())
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{
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if(!buff.empty())
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{
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std::string txt = sp.DecodeIds(buffids);
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printf("%s", txt.c_str());
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buffids.clear();
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buff = "";
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}
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printf("%s", s.c_str());
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std::string txt = sp.DecodeIds(buffids);
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printf("%s", txt.c_str());
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buffids.clear();
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}
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printf("%s", s.c_str());
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}
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}
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}
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