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fix showing unknown token at gpt_tokenize #801

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18 changes: 17 additions & 1 deletion examples/common.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -320,22 +320,38 @@ std::vector<gpt_vocab::id> gpt_tokenize(const gpt_vocab & vocab, const std::stri

// find the longest token that forms each word in words:
std::vector<gpt_vocab::id> tokens;
// unknown token
std::vector<char> unknown;
unknown.clear();
Comment on lines +327 to +329
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Suggested change
// unknown token
std::vector<char> unknown;
unknown.clear();
// unknown token
std::vector<char> unknown;

for (const auto & word : words) {
for (int i = 0; i < (int) word.size(); ){
for (int j = word.size() - 1; j >= i; j--){
auto cand = word.substr(i, j-i+1);
auto it = vocab.token_to_id.find(cand);
if (it != vocab.token_to_id.end()){ // word.substr(i, j-i+1) in vocab
if (!unknown.empty()){
unknown.push_back(0); // terminator
std::string unkstr(unknown.begin(), unknown.end());
fprintf(stderr, "%s: unknown token '%s'\n", __func__, unkstr.data());
Comment on lines +338 to +339
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Suggested change
std::string unkstr(unknown.begin(), unknown.end());
fprintf(stderr, "%s: unknown token '%s'\n", __func__, unkstr.data());
fprintf(stderr, "%s: unknown token '%s'\n", __func__, unknown.data());

unknown.clear();
}
tokens.push_back(it->second);
i = j + 1;
break;
}
else if (j == i){ // word.substr(i, 1) has no matching
fprintf(stderr, "%s: unknown token '%s'\n", __func__, word.substr(i, 1).data());
auto unk = word.substr(i, 1).data();
unknown.push_back(*unk);
Comment on lines +347 to +348
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Isn't this just:

Suggested change
auto unk = word.substr(i, 1).data();
unknown.push_back(*unk);
unknown.push_back(word[i]);

i++;
}
}
}
if (!unknown.empty()){
unknown.push_back(0); // terminator
std::string unkstr(unknown.begin(), unknown.end());
fprintf(stderr, "%s: unknown token '%s'\n", __func__, unkstr.data());
Comment on lines +355 to +356
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Suggested change
std::string unkstr(unknown.begin(), unknown.end());
fprintf(stderr, "%s: unknown token '%s'\n", __func__, unkstr.data());
fprintf(stderr, "%s: unknown token '%s'\n", __func__, unknown.data());

unknown.clear();
}
}

return tokens;
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