mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2026-07-21 10:15:53 +00:00
server: improve user message detection and create checkpoints at every user message (#24176)
* server : improve message span logic * cont : cast size_t to int32_t in comparisons * server : create checkpoints before every user msg * chat : remove \n in gemma4 delimiters * chat : merge msg delimiter structs into one * cont : reword comment * cont : initialize tokens in delimiter * cont : add server_tokens::get_raw_tokens() for mtmd * cont : move message finding to server_tokens and skip mtmd tokens * cont : update cohere2moe parser * cont : increase min-step to 8192 and always produce a chkpt for last user message
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+103
-53
@@ -90,41 +90,93 @@ std::string common_chat_msg::render_content(const std::string & delimiter) const
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return text;
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}
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std::vector<common_chat_msg_span> common_chat_split_by_role(const std::string & prompt, const std::vector<common_chat_msg_delimiter> & delims) {
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if (delims.empty() || prompt.empty()) {
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return {};
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common_chat_role common_chat_role_from_string(const std::string & role) {
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if (role == "system") { return COMMON_CHAT_ROLE_SYSTEM; }
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if (role == "assistant") { return COMMON_CHAT_ROLE_ASSISTANT; }
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if (role == "user") { return COMMON_CHAT_ROLE_USER; }
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if (role == "tool") { return COMMON_CHAT_ROLE_TOOL; }
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return COMMON_CHAT_ROLE_UNKNOWN;
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}
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const char * common_chat_role_to_string(common_chat_role role) {
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switch (role) {
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case COMMON_CHAT_ROLE_SYSTEM: return "system";
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case COMMON_CHAT_ROLE_ASSISTANT: return "assistant";
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case COMMON_CHAT_ROLE_USER: return "user";
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case COMMON_CHAT_ROLE_TOOL: return "tool";
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case COMMON_CHAT_ROLE_UNKNOWN: return "";
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}
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return "";
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}
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json common_chat_msg_delimiters::to_json() const {
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json result = json::array();
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for (const auto & d : delimiters) {
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result.push_back({
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{ "role", common_chat_role_to_string(d.role) },
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{ "delimiter", d.delimiter },
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});
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}
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return result;
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}
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common_chat_msg_delimiters common_chat_msg_delimiters_parse(const json & delimiters) {
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common_chat_msg_delimiters result;
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if (!delimiters.is_array()) {
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return result;
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}
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auto parser = build_peg_parser([&](common_peg_parser_builder & p) {
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std::vector<std::string> all_delims;
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std::vector<common_peg_parser> tagged_messages;
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all_delims.reserve(delims.size());
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tagged_messages.reserve(delims.size());
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for (const auto & d : delims) {
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all_delims.push_back(d.delimiter);
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result.delimiters.reserve(delimiters.size());
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for (const auto & d : delimiters) {
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if (!d.is_object()) {
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continue;
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}
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auto any_delim = p.until_one_of(all_delims);
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for (const auto & d : delims) {
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tagged_messages.push_back(p.tag(d.role, p.literal(d.delimiter) + any_delim));
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}
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return any_delim + p.zero_or_more(p.choice(tagged_messages)) + p.end();
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});
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common_peg_parse_context ctx(prompt);
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const auto result = parser.parse(ctx);
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if (!result.success()) {
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return {};
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result.delimiters.push_back({
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common_chat_role_from_string(d.value("role", std::string())),
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d.value("delimiter", std::string()),
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});
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}
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std::vector<common_chat_msg_span> spans;
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ctx.ast.visit(result, [&](const common_peg_ast_node & node) {
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if (!node.tag.empty()) {
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spans.push_back({ node.tag, node.start, node.end - node.start });
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return result;
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}
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void common_chat_msg_delimiters::tokenize(const llama_vocab * vocab) {
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for (auto & d : delimiters) {
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d.tokens = common_tokenize(vocab, d.delimiter, false, true);
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}
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}
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common_chat_msg_spans common_chat_msg_delimiters::split(const llama_tokens & tokens, const std::map<size_t, size_t> & skips) const {
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std::vector<std::pair<common_chat_role, size_t>> matches;
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auto skip = skips.begin();
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for (size_t i = 0; i < tokens.size();) {
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if (skip != skips.end() && i == skip->first) {
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i += skip->second;
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++skip;
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continue;
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}
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});
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for (const auto & d : delimiters) {
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if (i + d.tokens.size() > tokens.size()) {
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continue;
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}
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if (std::equal(d.tokens.begin(), d.tokens.end(), tokens.begin() + i)) {
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matches.emplace_back(d.role, i);
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break;
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}
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}
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i++;
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}
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matches.emplace_back(COMMON_CHAT_ROLE_UNKNOWN, tokens.size());
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common_chat_msg_spans spans;
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for (size_t i = 0; i + 1 < matches.size(); i++) {
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const auto & curr = matches[i];
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const auto & next = matches[i + 1];
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spans.add(curr.first, curr.second, next.second - curr.second);
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}
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return spans;
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}
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@@ -1081,13 +1133,13 @@ static common_chat_params common_chat_params_init_gpt_oss(const common_chat_temp
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data.prompt = prompt;
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data.generation_prompt = common_chat_template_generation_prompt_impl(tmpl, inputs, /* messages_override= */ adjusted_messages);
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data.message_spans = common_chat_split_by_role(prompt, {
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{ "assistant", "<|start|>assistant" },
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{ "user", "<|start|>user" },
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{ "system", "<|start|>developer" },
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{ "system", "<|start|>system" },
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{ "tool", "<|start|>functions" },
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});
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data.message_delimiters = {
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{ COMMON_CHAT_ROLE_ASSISTANT, "<|start|>assistant" },
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{ COMMON_CHAT_ROLE_USER, "<|start|>user" },
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{ COMMON_CHAT_ROLE_SYSTEM, "<|start|>developer" },
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{ COMMON_CHAT_ROLE_SYSTEM, "<|start|>system" },
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{ COMMON_CHAT_ROLE_TOOL, "<|start|>functions" },
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};
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data.format = COMMON_CHAT_FORMAT_PEG_NATIVE;
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data.supports_thinking = true;
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@@ -1228,10 +1280,10 @@ static common_chat_params common_chat_params_init_gemma4(const common_chat_templ
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data.prompt += data.generation_prompt;
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}
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data.message_spans = common_chat_split_by_role(data.prompt, {
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{ "user", "<|turn>user\n" },
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{ "assistant", "<|turn>model\n" },
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});
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data.message_delimiters = {
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{ COMMON_CHAT_ROLE_USER, "<|turn>user" },
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{ COMMON_CHAT_ROLE_ASSISTANT, "<|turn>model" },
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};
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data.format = COMMON_CHAT_FORMAT_PEG_GEMMA4;
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data.supports_thinking = true;
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@@ -2030,15 +2082,15 @@ static common_chat_params common_chat_params_init_cohere2moe(const common_chat_t
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RESULT_START, RESULT_END,
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};
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// Split the rendered prompt into per-role message spans. Tool results are rendered with the
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// Declare per-role message delimiters. Tool results are rendered with the
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// system token followed by <|START_TOOL_RESULT|>, so the "tool" delimiter must be listed before
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// the plain "system" one (it is a strict superset, and the role split tries delimiters in order).
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data.message_spans = common_chat_split_by_role(data.prompt, {
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{ "assistant", GEN_PREFIX },
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{ "user", TURN_START + USER },
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{ "tool", TURN_START + SYSTEM + RESULT_START },
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{ "system", TURN_START + SYSTEM },
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});
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data.message_delimiters = {
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{ COMMON_CHAT_ROLE_ASSISTANT, GEN_PREFIX },
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{ COMMON_CHAT_ROLE_USER, TURN_START + USER },
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{ COMMON_CHAT_ROLE_TOOL, TURN_START + SYSTEM + RESULT_START },
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{ COMMON_CHAT_ROLE_SYSTEM, TURN_START + SYSTEM },
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};
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auto has_tools = inputs.tools.is_array() && !inputs.tools.empty();
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auto extract_reasoning = inputs.reasoning_format != COMMON_REASONING_FORMAT_NONE;
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@@ -2526,17 +2578,15 @@ static common_chat_params common_chat_templates_apply_jinja(const struct common_
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autoparser.analyze_template(tmpl);
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auto auto_params = autoparser::peg_generator::generate_parser(tmpl, params, autoparser);
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std::vector<common_chat_msg_delimiter> delimiters;
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common_chat_msg_delimiters delimiters;
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if (!autoparser.assistant_start.empty()) {
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delimiters.push_back({ "assistant", autoparser.assistant_start });
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delimiters.add(COMMON_CHAT_ROLE_ASSISTANT, autoparser.assistant_start);
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}
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if (!autoparser.user_start.empty()) {
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delimiters.push_back({ "user", autoparser.user_start });
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delimiters.add(COMMON_CHAT_ROLE_USER, autoparser.user_start);
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}
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if (!delimiters.empty()) {
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auto_params.message_spans = common_chat_split_by_role(auto_params.prompt, delimiters);
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}
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auto_params.message_delimiters = std::move(delimiters);
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auto_params.supports_thinking = autoparser.reasoning.mode != autoparser::reasoning_mode::NONE;
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if (auto_params.supports_thinking) {
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+65
-6
@@ -143,15 +143,75 @@ struct common_chat_msg_diff {
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}
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};
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enum common_chat_role {
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COMMON_CHAT_ROLE_UNKNOWN,
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COMMON_CHAT_ROLE_SYSTEM,
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COMMON_CHAT_ROLE_ASSISTANT,
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COMMON_CHAT_ROLE_USER,
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COMMON_CHAT_ROLE_TOOL
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};
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common_chat_role common_chat_role_from_string(const std::string & role);
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const char * common_chat_role_to_string(common_chat_role role);
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struct common_chat_msg_span {
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std::string role;
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common_chat_role role = COMMON_CHAT_ROLE_UNKNOWN;
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std::size_t pos = 0;
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std::size_t len = 0;
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bool valid() const {
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return role != COMMON_CHAT_ROLE_UNKNOWN;
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}
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};
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struct common_chat_msg_spans {
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std::vector<common_chat_msg_span> spans;
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void add(common_chat_role role, size_t pos, size_t len) {
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spans.push_back({ role, pos, len });
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}
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bool is_user_start(int32_t pos) const {
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for (auto it = spans.begin(); it != spans.end(); ++it) {
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if (it->role == COMMON_CHAT_ROLE_USER && pos == (int32_t) it->pos) {
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return true;
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}
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}
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return false;
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}
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int32_t last_user_message_pos() const {
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for (auto it = spans.rbegin(); it != spans.rend(); ++it) {
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if (it->role == COMMON_CHAT_ROLE_USER) {
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return (int32_t) it->pos;
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}
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}
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return -1;
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}
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};
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struct common_chat_msg_delimiter {
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std::string role;
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std::string delimiter;
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common_chat_role role = COMMON_CHAT_ROLE_UNKNOWN;
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std::string delimiter;
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llama_tokens tokens = {};
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};
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struct common_chat_msg_delimiters {
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std::vector<common_chat_msg_delimiter> delimiters;
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common_chat_msg_delimiters() = default;
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common_chat_msg_delimiters(std::initializer_list<common_chat_msg_delimiter> delims) : delimiters(delims) {}
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void add(common_chat_role role, const std::string & delimiter) {
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delimiters.push_back({ role, delimiter });
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}
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void tokenize(const llama_vocab * vocab);
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// split tokens into message spans. skips maps a start index to a length of a region to jump over without matching
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common_chat_msg_spans split(const llama_tokens & tokens, const std::map<size_t, size_t> & skips = {}) const;
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nlohmann::ordered_json to_json() const;
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};
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struct common_chat_tool {
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@@ -219,7 +279,7 @@ struct common_chat_params {
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std::vector<std::string> preserved_tokens;
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std::vector<std::string> additional_stops;
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std::string parser;
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std::vector<common_chat_msg_span> message_spans;
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common_chat_msg_delimiters message_delimiters;
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};
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// per-message parsing syntax
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@@ -325,5 +385,4 @@ struct common_chat_prompt_preset {
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common_chat_prompt_preset common_chat_get_asr_prompt(const common_chat_templates * chat_templates);
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std::vector<common_chat_msg_span> common_chat_split_by_role(const std::string & prompt, const std::vector<common_chat_msg_delimiter> & delims);
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common_chat_msg_delimiters common_chat_msg_delimiters_parse(const nlohmann::ordered_json & delimiters);
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+1
-1
@@ -609,7 +609,7 @@ struct common_params {
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bool cache_prompt = true; // whether to enable prompt caching
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bool cache_idle_slots = true; // save and clear idle slots upon starting a new task
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int32_t n_ctx_checkpoints = 32; // max number of context checkpoints per slot
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int32_t checkpoint_min_step = 256; // minimum spacing between context checkpoints
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int32_t checkpoint_min_step = 8192; // minimum spacing between context checkpoints
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int32_t cache_ram_mib = 8192; // -1 = no limit, 0 - disable, 1 = 1 MiB, etc.
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std::string hostname = "127.0.0.1";
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