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Merge branch 'upstream' into concedo_experimental
# Conflicts: # .gitignore # README.md # docs/build.md # flake.lock # tests/test-backend-ops.cpp # tests/test-grammar-integration.cpp
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+18
-5
@@ -330,6 +330,21 @@ private:
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// TODO: there are a lot of common parts between spm and bpe tokenizers, should be refactored and reused
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template<typename T, typename Container = std::vector<T>, typename Compare = std::less<typename Container::value_type>>
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class llama_priority_queue : public std::priority_queue<T, Container, Compare> {
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public:
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using std::priority_queue<T, Container, Compare>::priority_queue;
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T pop_move() {
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T item = std::move(this->c.front());
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std::pop_heap(this->c.begin(), this->c.end(), this->comp);
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this->c.pop_back();
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return item;
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}
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void pop() = delete;
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};
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struct llm_bigram_bpe {
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struct comparator {
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bool operator()(const llm_bigram_bpe & l, const llm_bigram_bpe & r) const {
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@@ -338,7 +353,7 @@ struct llm_bigram_bpe {
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};
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using queue_storage = std::vector<llm_bigram_bpe>;
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using queue = std::priority_queue<llm_bigram_bpe, queue_storage, comparator>;
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using queue = llama_priority_queue<llm_bigram_bpe, queue_storage, comparator>;
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llm_symbol::index left;
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llm_symbol::index right;
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std::string text;
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@@ -431,8 +446,7 @@ struct llm_tokenizer_bpe_old {
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// build token(s)
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while (!work_queue.empty()) {
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auto bigram = work_queue.top();
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work_queue.pop();
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auto bigram = work_queue.pop_move();
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auto & left_symbol = symbols[bigram.left];
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auto & right_symbol = symbols[bigram.right];
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@@ -748,8 +762,7 @@ struct llm_tokenizer_bpe {
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// build token(s)
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while (!work_queue.empty()) {
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auto bigram = work_queue.top();
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work_queue.pop();
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auto bigram = work_queue.pop_move();
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auto & left_symbol = symbols[bigram.left];
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auto & right_symbol = symbols[bigram.right];
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