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chat : implement minicpm5 parser (#24889)
* Add minicpm5 tool call parser * Refactor MiniCPM5 PEG parser per review feedback * Fix jinja min/max API to match Jinja2 * modify by review * MiniCPM5: use autoparser for XML tool calls and fix grammar preserved-token triggers * MiniCPM5: fix streaming tool-arg placeholder and remove alt XML markers * skip min/max attribute tests in -py mode * test-jinja: use real expected output for min/max attribute tests * MiniCPM5: revert shared mapper and history fallbacks per review Drop streaming tool-arg placeholder workarounds from the generic PEG mapper and restore strict tool-call argument JSON parsing so MiniCPM5 support stays limited to autoparser/diff-analyzer changes. * chat : refactor minicpm5 back to dedicated parser * cont : simplify grammar * cont : refactor * cont : fixes * cont : rename template to openbmb-MiniCPM5-1B.jinja * cont : add message delimiters * cont : fix tests --------- Co-authored-by: zhangtao <zhangtao2@modelbest.cn> Co-authored-by: 张涛 <>
This commit is contained in:
co-authored by
zhangtao
张涛 <>
parent
f68a788b0b
commit
c818263f2a
+151
@@ -2376,6 +2376,149 @@ static void func_args_not_string(json & messages) {
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}
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// MiniCPM5 format:
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// - Reasoning: <think>{reasoning}</think> (optional)
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// - Tool calls: <function name="foo"><param name="bar">value</param></function>
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static common_chat_params common_chat_params_init_minicpm5(const common_chat_template & tmpl,
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const autoparser::generation_params & inputs) {
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common_chat_params data;
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data.prompt = common_chat_template_direct_apply_impl(tmpl, inputs);
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data.generation_prompt = common_chat_template_generation_prompt_impl(tmpl, inputs);
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data.format = COMMON_CHAT_FORMAT_PEG_NATIVE;
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data.supports_thinking = true;
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data.preserved_tokens = {
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"<function",
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"<param",
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"</function>",
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"</param>",
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"<think>",
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"</think>",
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};
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data.thinking_start_tag = "<think>";
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data.thinking_end_tag = "</think>";
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data.message_delimiters = {
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{ COMMON_CHAT_ROLE_ASSISTANT, "<|im_start|>assistant" },
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{ COMMON_CHAT_ROLE_TOOL, "<|im_start|>user\n<tool_response>" },
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{ COMMON_CHAT_ROLE_USER, "<|im_start|>user" },
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{ COMMON_CHAT_ROLE_SYSTEM, "<|im_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 has_response_format = inputs.json_schema.is_object() && !inputs.json_schema.empty();
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auto extract_reasoning = inputs.reasoning_format != COMMON_REASONING_FORMAT_NONE;
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auto include_grammar = has_response_format || (has_tools && inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_NONE);
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if (inputs.has_continuation()) {
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const auto & msg = inputs.continue_msg;
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data.generation_prompt = "<|im_start|>assistant\n<think>\n" + msg.reasoning_content;
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if (inputs.continue_final_message == COMMON_CHAT_CONTINUATION_CONTENT) {
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data.generation_prompt += "\n</think>\n\n" + msg.render_content();
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}
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data.prompt += data.generation_prompt;
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}
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auto parser = build_chat_peg_parser([&](common_chat_peg_builder & p) {
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auto generation_prompt = p.literal("<|im_start|>assistant\n");
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auto reasoning = p.eps();
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if (extract_reasoning) {
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reasoning = ("<think>" << p.reasoning(p.until("</think>")) << "</think>") + p.space();
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}
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// Response format parser
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if (has_response_format) {
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return generation_prompt + reasoning + p.content(p.schema(p.json(), "response-format", inputs.json_schema));
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}
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if (has_tools && inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_NONE) {
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// CDATA lets a value carry characters that would otherwise close the tag (e.g.
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// </param>); capture the inner text only, excluding the CDATA markers.
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auto string_value = p.choice({
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p.literal("<![CDATA[") + p.ac(p.tool_arg_string_value(p.until("]]>")) + p.literal("]]>"), "]]>") + p.tool_arg_close(p.literal("</param>")),
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p.negate(p.literal("< {
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const auto & function = tool.at("function");
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const std::string name = function.at("name");
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auto params = function.contains("parameters") ? function.at("parameters") : json::object();
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auto args = p.eps();
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if (params.contains("properties") && params.at("properties").is_object() && !params.at("properties").empty()) {
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auto schema_info = common_schema_info();
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schema_info.resolve_refs(params);
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auto arg_choice = p.choice();
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for (const auto & [prop_name, prop_schema] : params.at("properties").items()) {
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auto value_parser = p.eps();
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if (schema_info.resolves_to_string(prop_schema)) {
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value_parser = string_value;
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} else {
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value_parser = p.tool_arg_json_value(
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p.schema(p.json(), "tool-" + name + "-arg-" + prop_name + "-schema", prop_schema, false)
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) + p.tool_arg_close(p.literal("</param>"));
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}
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auto arg_rule = p.tool_arg(
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p.tool_arg_open(p.literal("<param name=\"") + p.tool_arg_name(p.literal(prop_name)) + p.literal("\">")) +
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value_parser
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);
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arg_choice |= arg_rule;
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}
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args = p.zero_or_more(arg_choice + p.space());
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}
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auto tool_parser = p.tool(
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p.tool_open(p.literal("<function name=\"") + p.tool_name(p.literal(name)) + p.literal("\">"))
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<< p.tool_args(args)
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<< p.tool_close(p.literal("</function>")));
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tool_choice |= p.rule("tool-" + name, tool_parser);
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});
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auto max_calls = inputs.parallel_tool_calls ? -1 : 1;
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auto tool_calls = p.trigger_rule("tool-call", p.repeat(tool_choice + p.space(), 1, max_calls));
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auto content = p.content(p.until("<function"));
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return generation_prompt + reasoning + content + tool_calls + p.end();
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}
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return generation_prompt + reasoning + p.content(p.rest()) + p.end();
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});
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data.parser = parser.save();
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if (include_grammar) {
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data.grammar_lazy = !(has_response_format || (has_tools && inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_REQUIRED));
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data.grammar = build_grammar([&](const common_grammar_builder & builder) {
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foreach_function(inputs.tools, [&](const json & tool) {
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const auto & function = tool.at("function");
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auto schema = function.contains("parameters") ? function.at("parameters") : json::object();
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builder.resolve_refs(schema);
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});
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if (has_response_format) {
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auto schema = inputs.json_schema;
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builder.resolve_refs(schema);
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}
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parser.build_grammar(builder, data.grammar_lazy);
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});
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data.grammar_triggers = {
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{ COMMON_GRAMMAR_TRIGGER_TYPE_WORD, "<function" },
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};
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}
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return data;
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}
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static json common_chat_extra_context() {
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json ctx = json::object();
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std::chrono::system_clock::time_point now = std::chrono::system_clock::now();
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@@ -2468,6 +2611,14 @@ std::optional<common_chat_params> common_chat_try_specialized_template(
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return common_chat_params_init_gemma4(tmpl, params);
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}
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// MiniCPM5 - XML tool calls with <function name="..."><param name="...">...</param></function>
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if (src.find("Tool usage guidelines:") != std::string::npos &&
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src.find("<function name=\"") != std::string::npos &&
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src.find("<param name=\"") != std::string::npos) {
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LOG_DBG("Using specialized template: MiniCPM5\n");
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return common_chat_params_init_minicpm5(tmpl, params);
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}
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return std::nullopt;
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}
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@@ -1108,6 +1108,50 @@ const func_builtins & value_array_t::get_builtins() const {
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std::reverse(arr.begin(), arr.end());
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return is_val<value_tuple>(val) ? mk_val<value_tuple>(std::move(arr)) : mk_val<value_array>(std::move(arr));
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}},
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{"min", [](const func_args & args) -> value {
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args.ensure_count(1, 4);
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args.ensure_vals<value_array>();
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value val_case = args.get_kwarg_or_pos("case_sensitive", 1);
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value attribute = args.get_kwarg_or_pos("attribute", 2);
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if (!attribute->is_undefined()) {
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throw not_implemented_exception("min: attribute not implemented");
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}
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// FIXME: min is currently always case sensitive
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(void) val_case;
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const auto & arr = args.get_pos(0)->as_array();
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if (arr.empty()) {
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return mk_val<value_undefined>();
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}
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value result = arr[0];
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for (size_t i = 1; i < arr.size(); ++i) {
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if (value_compare(arr[i], result, value_compare_op::lt)) {
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result = arr[i];
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}
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}
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return result;
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}},
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{"max", [](const func_args & args) -> value {
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args.ensure_count(1, 4);
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args.ensure_vals<value_array>();
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value val_case = args.get_kwarg_or_pos("case_sensitive", 1);
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value attribute = args.get_kwarg_or_pos("attribute", 2);
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if (!attribute->is_undefined()) {
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throw not_implemented_exception("max: attribute not implemented");
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}
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// FIXME: max is currently always case sensitive
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(void) val_case;
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const auto & arr = args.get_pos(0)->as_array();
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if (arr.empty()) {
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return mk_val<value_undefined>();
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}
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value result = arr[0];
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for (size_t i = 1; i < arr.size(); ++i) {
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if (value_compare(arr[i], result, value_compare_op::gt)) {
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result = arr[i];
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}
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}
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return result;
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}},
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{"unique", array_unique_not_implemented},
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};
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return builtins;
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@@ -0,0 +1,179 @@
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{{- bos_token }}{%- if tools %}
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{%- set tool_definitions %}
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{{- "# Tools\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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{%- for tool in tools %}
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{{- "\n" }}
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{{- tool | tojson(ensure_ascii=False) }}
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{%- endfor %}
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{{- '\n</tools>\n\nTool usage guidelines:\n- You may call zero or more functions. If no function calls are needed, just answer normally and do not include any <function ... </function>.\n- When calling a function, return an XML object within <function ... </function> using:\n<function name="function-name"><param name="param-name">param-value</param></function>\n- param-value may be multi-line. If it contains <, & or newline characters, wrap it in a CDATA block: <param name="param-name"><![CDATA[...multi-line value...]]></param>' }}
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{%- endset %}
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{{- '<|im_start|>system\n' }}
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{%- if messages[0].role == 'system' %}
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{%- if '<tool_def_sep>' in messages[0].content %}
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{{- messages[0].content.replace('<tool_def_sep>', tool_definitions) }}
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{%- else %}
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{{- messages[0].content + '\n\n' + tool_definitions }}
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{%- endif %}
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{%- else %}
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{{- tool_definitions.lstrip() }}
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{%- endif %}
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{{- '<|im_end|>\n' }}
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{%- else %}
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{%- if messages[0].role == 'system' %}
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{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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{%- for message in messages[::-1] %}
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{%- set index = (messages|length - 1) - loop.index0 %}
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{%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
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{%- set ns.multi_step_tool = false %}
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{%- set ns.last_query_index = index %}
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{%- endif %}
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{%- endfor %}
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{%- for message in messages %}
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{%- if message.content is string %}
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{%- set content = message.content %}
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{%- else %}
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{%- set content = '' %}
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{%- endif %}
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{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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{%- elif message.role == "assistant" %}
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{%- set reasoning_content = '' %}
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{%- if message.reasoning_content is string %}
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{%- set reasoning_content = message.reasoning_content %}
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{%- else %}
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{%- if '</think>' in content %}
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{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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{%- set content = content.split('</think>')[-1].lstrip('\n') %}
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{%- endif %}
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{%- endif %}
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{%- if message.tool_calls %}
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{%- set content_parts = content.split('<tool_sep>') %}
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{%- set processed_content = content_parts[0] %}
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{%- set tool_calls_count = message.tool_calls|length %}
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{%- set tool_sep_count = content_parts|length - 1 %}
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{%- set min_count = [tool_calls_count, tool_sep_count]|min %}
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{%- for i in range(1, content_parts|length) %}
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{%- set tool_index = i - 1 %}
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{%- if tool_index < tool_calls_count %}
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{%- set tool_call = message.tool_calls[tool_index] %}
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{%- if tool_call.function %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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{%- set single_tool_xml %}
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{{- '<function name="' ~ tool_call.name ~ '">' }}
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{%- if tool_call.arguments %}
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{%- set args_dict = tool_call.arguments %}
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{%- for param_name, param_value in args_dict.items() %}
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{{- '<param name="' ~ param_name ~ '">' }}
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{%- if param_value is string and ('<' in param_value or '&' in param_value or '\n' in param_value) %}
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{{- '<![CDATA[' + param_value + ']]>' }}
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{%- else %}
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{{- param_value }}
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{%- endif %}
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{{- '</param>' }}
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{%- endfor %}
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{%- endif %}
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{{- '</function>' }}
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{%- endset %}
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{%- set processed_content = processed_content + single_tool_xml + content_parts[i] %}
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{%- else %}
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{%- set processed_content = processed_content + content_parts[i] %}
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{%- endif %}
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{%- endfor %}
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{%- if tool_calls_count > tool_sep_count %}
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{%- for remaining_index in range(tool_sep_count, tool_calls_count) %}
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{%- set tool_call = message.tool_calls[remaining_index] %}
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{%- if tool_call.function %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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{%- set remaining_tool_xml %}
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{{- '<function name="' ~ tool_call.name ~ '">' }}
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{%- if tool_call.arguments %}
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{%- set args_dict = tool_call.arguments %}
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{%- for param_name, param_value in args_dict.items() %}
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{{- '<param name="' ~ param_name ~ '">' }}
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{%- if param_value is string and ('<' in param_value or '&' in param_value or '\n' in param_value) %}
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{{- '<![CDATA[' + param_value + ']]>' }}
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{%- else %}
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{{- param_value }}
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{%- endif %}
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{{- '</param>' }}
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{%- endfor %}
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{%- endif %}
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{{- '</function>' }}
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{%- endset %}
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{%- set processed_content = processed_content + remaining_tool_xml %}
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{%- endfor %}
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{%- endif %}
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{%- set content = processed_content %}
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{%- endif %}
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{%- if loop.index0 > ns.last_query_index %}
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{%- if reasoning_content %}
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{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
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{%- else %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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{%- endif %}
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{%- else %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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{%- endif %}
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{%- if message.tool_calls and not has_tool_sep %}
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{%- for tool_call in message.tool_calls %}
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{%- if (loop.first and content) or (not loop.first) %}
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{{- '\n' }}
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{%- endif %}
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{%- if tool_call.function %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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{{- '<function name="' ~ tool_call.name ~ '">' }}
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{%- if tool_call.arguments %}
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{%- set args_dict = tool_call.arguments %}
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{%- for param_name, param_value in args_dict.items() %}
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{{- '<param name="' ~ param_name ~ '">' }}
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{%- if param_value is string and ('<' in param_value or '&' in param_value or '\n' in param_value) %}
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{{- '<![CDATA[' + param_value + ']]>' }}
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{%- else %}
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{{- param_value }}
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{%- endif %}
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{{- '</param>' }}
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{%- endfor %}
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{%- endif %}
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{{- '</function>' }}
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{%- endfor %}
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{%- endif %}
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{{- '<|im_end|>\n' }}
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{%- elif message.role == "tool" %}
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{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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{{- '<|im_start|>user' }}
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{%- endif %}
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{{- '\n<tool_response>\n' }}
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{%- if message.content is string %}
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{{- content }}
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{%- else %}
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{{- message.content | tojson(ensure_ascii=False) }}
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{%- endif %}
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{{- '\n</tool_response>' }}
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{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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{{- '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- endfor %}
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{%- if add_generation_prompt %}
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{{- '<|im_start|>assistant\n' }}
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{%- if enable_thinking is defined %}
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{%- if enable_thinking is false %}
|
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{{- '<think>\n\n</think>\n\n' }}
|
||||
{%- elif enable_thinking is true %}
|
||||
{{- '<think>\n' }}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
@@ -5593,6 +5593,77 @@ static void test_template_output_peg_parsers(bool detailed_debug) {
|
||||
.expect_content("Hello, world!\nWhat's up?")
|
||||
.run();
|
||||
}
|
||||
|
||||
// MiniCPM5 - XML tool calls with <function name="..."><param name="...">...</param></function>
|
||||
{
|
||||
auto tst = peg_tester("models/templates/openbmb-MiniCPM5-1B.jinja", detailed_debug);
|
||||
|
||||
tst.test("Hello, world!\nWhat's up?")
|
||||
.enable_thinking(false)
|
||||
.reasoning_format(COMMON_REASONING_FORMAT_AUTO)
|
||||
.expect(message_assist)
|
||||
.run();
|
||||
|
||||
tst.test(R"(<function name="python"><param name="code">print('Hello, World!')</param></function>)")
|
||||
.enable_thinking(false)
|
||||
.reasoning_format(COMMON_REASONING_FORMAT_AUTO)
|
||||
.tools({ python_tool })
|
||||
.expect_tool_calls({ { "python", R"#({"code": "print('Hello, World!')"})#", {} } })
|
||||
.run();
|
||||
|
||||
tst.test(R"(<function name="empty_args"></function>)")
|
||||
.enable_thinking(false)
|
||||
.reasoning_format(COMMON_REASONING_FORMAT_AUTO)
|
||||
.tools({ empty_args_tool })
|
||||
.expect(simple_assist_msg("", "", "empty_args", "{}"))
|
||||
.run();
|
||||
|
||||
tst.test(R"(<function name="python"><param name="code">print('x')</param></function>)")
|
||||
.enable_thinking(false)
|
||||
.reasoning_format(COMMON_REASONING_FORMAT_AUTO)
|
||||
.parallel_tool_calls(true)
|
||||
.tools({ python_tool })
|
||||
.expect_tool_calls({ { "python", R"#({"code": "print('x')"})#", {} } })
|
||||
.run();
|
||||
|
||||
// CDATA lets a string value carry characters that would otherwise close the tag.
|
||||
tst.test(R"(<function name="html"><param name="markup"><![CDATA[<a href="/x">hi</a> </param>]]></param></function>)")
|
||||
.enable_thinking(false)
|
||||
.reasoning_format(COMMON_REASONING_FORMAT_AUTO)
|
||||
.tools({ html_tool })
|
||||
.expect_tool_calls({ { "html", R"#({"markup": "<a href=\"/x\">hi</a> </param>"})#", {} } })
|
||||
.run();
|
||||
|
||||
tst.test(R"(I'm thinking</think><function name="python"><param name="code">print('hey')</param></function>)")
|
||||
.enable_thinking(true)
|
||||
.reasoning_format(COMMON_REASONING_FORMAT_AUTO)
|
||||
.tools({ python_tool })
|
||||
.expect_reasoning("I'm thinking")
|
||||
.expect_tool_calls({ { "python", R"#({"code": "print('hey')"})#", {} } })
|
||||
.run();
|
||||
|
||||
tst.test(R"(<function name="python"><param name="code">print('x')</param></function>
|
||||
<function name="python"><param name="code">print('y')</param></function>)")
|
||||
.enable_thinking(false)
|
||||
.reasoning_format(COMMON_REASONING_FORMAT_AUTO)
|
||||
.parallel_tool_calls(true)
|
||||
.tools({ python_tool })
|
||||
.expect_tool_calls({
|
||||
{ "python", R"#({"code": "print('x')"})#", {} },
|
||||
{ "python", R"#({"code": "print('y')"})#", {} },
|
||||
})
|
||||
.run();
|
||||
|
||||
tst.test(" thinking</think>Hello, world!\nWhat's up?")
|
||||
.enable_thinking(true)
|
||||
.reasoning_format(COMMON_REASONING_FORMAT_AUTO)
|
||||
.messages({ message_user, message_assist_prefill_reasoning })
|
||||
.add_generation_prompt(false)
|
||||
.continue_final_message(COMMON_CHAT_CONTINUATION_REASONING)
|
||||
.expect_reasoning("I'm thinking")
|
||||
.expect_content("Hello, world!\nWhat's up?")
|
||||
.run();
|
||||
}
|
||||
}
|
||||
|
||||
static void test_template_generation_prompt() {
|
||||
@@ -5740,6 +5811,13 @@ static void test_template_generation_prompt() {
|
||||
check(tmpls, continuation_content(), "<|Assistant|><think>I'm thinking</think>Hello, ");
|
||||
check(tmpls, continuation_reasoning(), "<|Assistant|><think>I'm");
|
||||
}
|
||||
|
||||
{
|
||||
auto tmpls = read_templates("models/templates/openbmb-MiniCPM5-1B.jinja");
|
||||
check(tmpls, basic(), "<|im_start|>assistant\n<think>\n");
|
||||
check(tmpls, continuation_content(), "<|im_start|>assistant\n<think>\nI'm thinking\n</think>\n\nHello, ");
|
||||
check(tmpls, continuation_reasoning(), "<|im_start|>assistant\n<think>\nI'm");
|
||||
}
|
||||
}
|
||||
|
||||
// Test the developer role to system workaround with a simple mock template
|
||||
|
||||
@@ -1584,6 +1584,36 @@ static void test_array_methods(testing & t) {
|
||||
"6"
|
||||
);
|
||||
|
||||
test_template(t, "array|min",
|
||||
"{{ [tool_calls_count, tool_sep_count]|min }}",
|
||||
{{"tool_calls_count", 2}, {"tool_sep_count", 1}},
|
||||
"1"
|
||||
);
|
||||
|
||||
test_template(t, "array|max",
|
||||
"{{ [tool_calls_count, tool_sep_count]|max }}",
|
||||
{{"tool_calls_count", 2}, {"tool_sep_count", 1}},
|
||||
"2"
|
||||
);
|
||||
|
||||
test_template(t, "array|min attribute",
|
||||
"{{ items|min(attribute='x') }}",
|
||||
{{"items", json::array({
|
||||
json({{"x", 2}}),
|
||||
json({{"x", 1}}),
|
||||
})}},
|
||||
"{'x': 1}"
|
||||
);
|
||||
|
||||
test_template(t, "array|max attribute",
|
||||
"{{ items|max(attribute='x') }}",
|
||||
{{"items", json::array({
|
||||
json({{"x", 2}}),
|
||||
json({{"x", 1}}),
|
||||
})}},
|
||||
"{'x': 2}"
|
||||
);
|
||||
|
||||
// not used by any chat templates
|
||||
// test_template(t, "array.insert()",
|
||||
// "{% set _ = arr.insert(1, 'x') %}{{ arr|join(',') }}",
|
||||
|
||||
Reference in New Issue
Block a user