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grammars: 1.5x faster inference w/ complex grammars (vector reserves / reuses) (#6609)

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* grammars: reserve rejects & next candidates

* grammars: reuse new_stacks

* grammars: fix missing sig change in llama.h

* grammars: fix test (api changed)

* grammars: update gbnf-validator.cpp

* grammars: simpler syntax (no swap)
This commit is contained in:
Olivier Chafik
2024-04-11 19:47:34 +01:00
committed by GitHub
parent 1bbdaf6ecd
commit cbaadc9294
4 changed files with 17 additions and 12 deletions
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16
llama.cpp
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@@ -11912,12 +11912,13 @@ static void llama_grammar_advance_stack(
// be positioned at a character range (see `llama_grammar_advance_stack`), and
// produces the N possible stacks if the given char is accepted at those
// positions
std::vector<std::vector<const llama_grammar_element *>> llama_grammar_accept(
void llama_grammar_accept(
const std::vector<std::vector<llama_grammar_element>> & rules,
const std::vector<std::vector<const llama_grammar_element *>> & stacks,
const uint32_t chr) {
const uint32_t chr,
std::vector<std::vector<const llama_grammar_element *>> & new_stacks) {
std::vector<std::vector<const llama_grammar_element *>> new_stacks;
new_stacks.clear();
for (const auto & stack : stacks) {
if (stack.empty()) {
@@ -11936,8 +11937,6 @@ std::vector<std::vector<const llama_grammar_element *>> llama_grammar_accept(
llama_grammar_advance_stack(rules, new_stack, new_stacks);
}
}
return new_stacks;
}
static std::vector<llama_grammar_candidate> llama_grammar_reject_candidates(
@@ -11951,6 +11950,7 @@ static std::vector<llama_grammar_candidate> llama_grammar_reject_candidates_for_
const std::vector<llama_grammar_candidate> & candidates) {
std::vector<llama_grammar_candidate> rejects;
rejects.reserve(candidates.size());
if (stack.empty()) {
for (const auto & tok : candidates) {
@@ -11964,6 +11964,8 @@ static std::vector<llama_grammar_candidate> llama_grammar_reject_candidates_for_
const llama_grammar_element * stack_pos = stack.back();
std::vector<llama_grammar_candidate> next_candidates;
next_candidates.reserve(candidates.size());
for (const auto & tok : candidates) {
if (*tok.code_points == 0) {
// reached end of full codepoints in token, reject iff it ended in a partial sequence
@@ -12771,8 +12773,10 @@ void llama_grammar_accept_token(struct llama_context * ctx, struct llama_grammar
// Note terminating 0 in decoded string
const auto decoded = decode_utf8(piece, grammar->partial_utf8);
const auto & code_points = decoded.first;
std::vector<std::vector<const llama_grammar_element *>> tmp_new_stacks;
for (auto it = code_points.begin(), end = code_points.end() - 1; it != end; ++it) {
grammar->stacks = llama_grammar_accept(grammar->rules, grammar->stacks, *it);
llama_grammar_accept(grammar->rules, grammar->stacks, *it, tmp_new_stacks);
grammar->stacks = tmp_new_stacks;
}
grammar->partial_utf8 = decoded.second;
GGML_ASSERT(!grammar->stacks.empty());