common/parser: add proper reasoning tag prefill reading (#20424)
* Implement proper prefill extraction * Refactor cli parameters, update docs, move reasoning budget sampler part to common/reasoning-budget.cpp * Update tools/server/server-task.cpp * refactor: move grammars to variant, remove grammar_external, handle exception internally * Make code less C++y Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
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@@ -1,13 +1,16 @@
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#include "sampling.h"
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#include "common.h"
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#include "ggml.h"
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#include "log.h"
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#include "reasoning-budget.h"
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#include <algorithm>
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#include <cctype>
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#include <cmath>
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#include <cstring>
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#include <unordered_map>
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#include <vector>
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// the ring buffer works similarly to std::deque, but with a fixed capacity
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// TODO: deduplicate with llama-impl.h
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@@ -189,9 +192,10 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st
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std::vector<llama_sampler *> samplers;
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if (params.grammar.compare(0, 11, "%llguidance") == 0) {
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const std::string & grammar_str = common_grammar_value(params.grammar);
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if (grammar_str.compare(0, 11, "%llguidance") == 0) {
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#ifdef LLAMA_USE_LLGUIDANCE
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grmr = llama_sampler_init_llg(vocab, "lark", params.grammar.c_str());
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grmr = llama_sampler_init_llg(vocab, "lark", grammar_str.c_str());
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#else
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GGML_ABORT("llguidance (cmake -DLLAMA_LLGUIDANCE=ON) is not enabled");
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#endif // LLAMA_USE_LLGUIDANCE
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@@ -240,17 +244,46 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st
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trigger_patterns_c.push_back(regex.c_str());
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}
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if (!params.grammar.empty()) {
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if (!grammar_str.empty()) {
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if (params.grammar_lazy) {
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grmr = llama_sampler_init_grammar_lazy_patterns(vocab, params.grammar.c_str(), "root",
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grmr = llama_sampler_init_grammar_lazy_patterns(vocab, grammar_str.c_str(), "root",
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trigger_patterns_c.data(), trigger_patterns_c.size(),
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trigger_tokens.data(), trigger_tokens.size());
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} else {
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grmr = llama_sampler_init_grammar(vocab, params.grammar.c_str(), "root");
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grmr = llama_sampler_init_grammar(vocab, grammar_str.c_str(), "root");
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}
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}
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}
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// Feed generation prompt tokens to the grammar sampler so it advances past
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// tokens the template already placed in the prompt.
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// Only applies to output-format and tool-call grammars; user-supplied grammars must not be prefilled.
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std::vector<llama_token> prefill_tokens;
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if (!params.generation_prompt.empty() && common_grammar_needs_prefill(params.grammar)) {
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GGML_ASSERT(vocab != nullptr);
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prefill_tokens = common_tokenize(vocab, params.generation_prompt, false, true);
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if (!prefill_tokens.empty()) {
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std::string first_token = common_token_to_piece(vocab, prefill_tokens[0], true);
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if (std::isspace(first_token[0]) && !std::isspace(params.generation_prompt[0])) {
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// Some tokenizers will add a space before the first special token, need to remove
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prefill_tokens = std::vector<llama_token>(prefill_tokens.begin() + 1, prefill_tokens.end());
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}
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}
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if (grmr) {
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try {
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for (const auto & token : prefill_tokens) {
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llama_sampler_accept(grmr, token);
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LOG_DBG("%s: accepted prefill token (%d)\n", __func__, token);
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}
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} catch (std::exception &e) {
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LOG_ERR("%s: error initializing grammar sampler for grammar:\n%s\n\nGeneration prompt:\n'%s'\n", __func__,
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common_grammar_value(params.grammar).c_str(), params.generation_prompt.c_str());
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throw e;
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}
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}
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}
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// reasoning budget sampler — added first so it can force tokens before other samplers
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if (params.reasoning_budget_tokens >= 0 && !params.reasoning_budget_forced.empty()) {
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samplers.push_back(common_reasoning_budget_init(
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@@ -259,7 +292,7 @@ struct common_sampler * common_sampler_init(const struct llama_model * model, st
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params.reasoning_budget_end,
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params.reasoning_budget_forced,
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params.reasoning_budget_tokens,
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params.reasoning_budget_activate_immediately ? REASONING_BUDGET_COUNTING : REASONING_BUDGET_IDLE));
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prefill_tokens));
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}
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if (params.has_logit_bias()) {
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