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| #include "../src/llama-grammar.h" |
| #include "../src/unicode.h" |
| #include "chat-auto-parser.h" |
| #include "chat.h" |
| #include "common.h" |
| #include "ggml.h" |
| #include "log.h" |
|
|
| #include <algorithm> |
| #include <exception> |
| #include <fstream> |
| #include <functional> |
| #include <iostream> |
| #include <nlohmann/json.hpp> |
| #include <set> |
| #include <stdexcept> |
| #include <string> |
|
|
| using json = nlohmann::ordered_json; |
|
|
| static std::ostream & operator<<(std::ostream & os, const common_chat_msg_diff & diff) { |
| os << "{ content_delta: " << diff.content_delta << "; "; |
| os << "reasoning_content_delta: " << diff.reasoning_content_delta << "; "; |
| if (diff.tool_call_index != std::string::npos) { |
| os << "tool_call_index: " << diff.tool_call_index << "; "; |
| os << "tool_call_delta.name: " << diff.tool_call_delta.name << "; "; |
| os << "tool_call_delta.id: " << diff.tool_call_delta.id << "; "; |
| os << "tool_call_delta.arguments: " << diff.tool_call_delta.arguments << "; "; |
| } |
| os << "}"; |
| return os; |
| } |
|
|
| |
| static std::ostream & operator<<(std::ostream & os, const std::vector<common_chat_msg_diff> & diffs) { |
| os << "[\n"; |
| for (const auto & diff : diffs) { |
| os << " " << diff << ",\n"; |
| } |
| os << "]"; |
| return os; |
| } |
|
|
| static std::ostream & operator<<(std::ostream & os, const common_chat_msg & msg) { |
| os << "{ role: " << msg.role << "; "; |
| os << "content: " << msg.content << "; "; |
| os << "content_parts: [\n"; |
| for (const auto & part : msg.content_parts) { |
| os << " { type: " << part.type << "; text: " << part.text << " },\n"; |
| } |
| os << "]; "; |
| os << "reasoning_content: " << msg.reasoning_content << "; "; |
| os << "tool_calls: [\n"; |
| for (const auto & tool_call : msg.tool_calls) { |
| os << " { name: " << tool_call.name << "; arguments: " << tool_call.arguments << "; id: " << tool_call.id |
| << " },\n"; |
| } |
| os << "]"; |
| os << "}"; |
| return os; |
| } |
|
|
| template <class T> static bool equals(const T & expected, const T & actual) { |
| return expected == actual; |
| } |
|
|
| static common_chat_msg normalize(const common_chat_msg & msg) { |
| common_chat_msg normalized = msg; |
| for (auto & tool_call : normalized.tool_calls) { |
| try { |
| tool_call.arguments = json::parse(tool_call.arguments).dump(); |
| } catch (const std::exception &) { |
| } |
| } |
| return normalized; |
| } |
|
|
| template <> bool equals(const common_chat_msg & expected, const common_chat_msg & actual) { |
| return normalize(expected) == normalize(actual); |
| } |
|
|
| template <class T> static void assert_equals(const T & expected, const T & actual) { |
| if (!equals(expected, actual)) { |
| std::ostringstream oss_expected; |
| oss_expected << expected; |
| std::ostringstream oss_actual; |
| oss_actual << actual; |
| LOG_ERR("Expected: %s\n", oss_expected.str().c_str()); |
| LOG_ERR("Actual: %s\n", oss_actual.str().c_str()); |
| common_log_flush(common_log_main()); |
| throw std::runtime_error("Test failed"); |
| } |
| } |
|
|
| static std::string read_file(const std::string & path) { |
| std::ifstream fs(path, std::ios_base::binary); |
| if (!fs.is_open()) { |
| fs = std::ifstream("../" + path, std::ios_base::binary); |
| if (!fs.is_open()) { |
| throw std::runtime_error("Failed to open file: " + path); |
| } |
| } |
| fs.seekg(0, std::ios_base::end); |
| auto size = fs.tellg(); |
| fs.seekg(0); |
| std::string out; |
| out.resize(static_cast<size_t>(size)); |
| fs.read(out.data(), static_cast<std::streamsize>(size)); |
| return out; |
| } |
|
|
| static common_chat_templates_ptr read_templates(const std::string & path) { |
| return common_chat_templates_ptr(common_chat_templates_init( nullptr, read_file(path))); |
| } |
|
|
| static std::unique_ptr<llama_grammar> build_grammar(const std::string & grammar_str) { |
| return std::unique_ptr<llama_grammar>( |
| llama_grammar_init_impl(nullptr, grammar_str.c_str(), "root", false, nullptr, 0, nullptr, 0)); |
| } |
|
|
| |
| static std::string format_codepoint(uint32_t cp) { |
| if (cp >= 32 && cp < 127) { |
| return std::string("'") + static_cast<char>(cp) + "'"; |
| } else if (cp == '\n') { |
| return "'\\n'"; |
| } else if (cp == '\r') { |
| return "'\\r'"; |
| } else if (cp == '\t') { |
| return "'\\t'"; |
| } else { |
| return "U+" + std::to_string(cp); |
| } |
| } |
|
|
| |
| static std::string format_expected_element(const llama_grammar_rules & , const llama_grammar_element * elem) { |
| if (!elem) { |
| return "<end>"; |
| } |
|
|
| switch (elem->type) { |
| case LLAMA_GRETYPE_END: |
| return "<end of rule>"; |
| case LLAMA_GRETYPE_ALT: |
| return "<alternative>"; |
| case LLAMA_GRETYPE_RULE_REF: |
| { |
| |
| return "<rule-" + std::to_string(elem->value) + ">"; |
| } |
| case LLAMA_GRETYPE_CHAR: |
| { |
| std::string result; |
| const llama_grammar_element * pos = elem; |
| bool first = true; |
|
|
| do { |
| if (!first) { |
| result += " | "; |
| } |
| first = false; |
|
|
| if (pos[1].type == LLAMA_GRETYPE_CHAR_RNG_UPPER) { |
| |
| result += "[" + format_codepoint(pos->value) + "-" + format_codepoint(pos[1].value) + "]"; |
| pos += 2; |
| } else { |
| result += format_codepoint(pos->value); |
| pos += 1; |
| } |
| } while (pos->type == LLAMA_GRETYPE_CHAR_ALT); |
|
|
| return result; |
| } |
| case LLAMA_GRETYPE_CHAR_NOT: |
| { |
| std::string result = "[^"; |
| const llama_grammar_element * pos = elem; |
| bool first = true; |
|
|
| do { |
| if (!first) { |
| result += " "; |
| } |
| first = false; |
|
|
| if (pos[1].type == LLAMA_GRETYPE_CHAR_RNG_UPPER) { |
| result += format_codepoint(pos->value) + "-" + format_codepoint(pos[1].value); |
| pos += 2; |
| } else { |
| result += format_codepoint(pos->value); |
| pos += 1; |
| } |
| } while (pos->type == LLAMA_GRETYPE_CHAR_ALT); |
|
|
| return result + "]"; |
| } |
| case LLAMA_GRETYPE_CHAR_ANY: |
| return "<any char>"; |
| case LLAMA_GRETYPE_TOKEN: |
| return "<token-" + std::to_string(elem->value) + ">"; |
| case LLAMA_GRETYPE_TOKEN_NOT: |
| return "<not-token-" + std::to_string(elem->value) + ">"; |
| default: |
| return "<unknown>"; |
| } |
| } |
|
|
| |
| static std::string get_expected_description(const llama_grammar_rules & rules, const llama_grammar_stacks & stacks) { |
| if (stacks.empty()) { |
| return "<no valid continuations>"; |
| } |
|
|
| std::string result; |
| std::set<std::string> seen; |
|
|
| for (const auto & stack : stacks) { |
| if (stack.empty()) { |
| if (seen.insert("<end>").second) { |
| if (!result.empty()) { |
| result += " OR "; |
| } |
| result += "<end>"; |
| } |
| continue; |
| } |
|
|
| const llama_grammar_element * elem = stack.back(); |
| std::string desc = format_expected_element(rules, elem); |
| if (seen.insert(desc).second) { |
| if (!result.empty()) { |
| result += " OR "; |
| } |
| result += desc; |
| } |
| } |
|
|
| return result; |
| } |
|
|
| |
| struct grammar_match_result { |
| bool success = false; |
| size_t matched_bytes = 0; |
| size_t matched_codepoints = 0; |
| size_t total_bytes = 0; |
| size_t total_codepoints = 0; |
| std::string matched_prefix; |
| std::string failing_char; |
| std::string expected_description; |
| bool incomplete = false; |
| }; |
|
|
| |
| static grammar_match_result match_string_detailed(const std::string & input, llama_grammar * grammar) { |
| grammar_match_result result; |
| result.total_bytes = input.size(); |
|
|
| const auto cpts = unicode_cpts_from_utf8(input); |
| result.total_codepoints = cpts.size(); |
|
|
| auto & stacks_cur = llama_grammar_get_stacks(grammar); |
| const auto & rules = llama_grammar_get_rules(grammar); |
|
|
| size_t byte_pos = 0; |
|
|
| for (size_t i = 0; i < cpts.size(); i++) { |
| const auto & cpt = cpts[i]; |
|
|
| |
| std::string expected_before = get_expected_description(rules, stacks_cur); |
|
|
| llama_grammar_accept(grammar, cpt); |
|
|
| |
| size_t cpt_bytes = 0; |
| if (cpt < 0x80) { |
| cpt_bytes = 1; |
| } else if (cpt < 0x800) { |
| cpt_bytes = 2; |
| } else if (cpt < 0x10000) { |
| cpt_bytes = 3; |
| } else { |
| cpt_bytes = 4; |
| } |
|
|
| if (stacks_cur.empty()) { |
| |
| result.matched_bytes = byte_pos; |
| result.matched_codepoints = i; |
| result.matched_prefix = input.substr(0, byte_pos); |
| result.failing_char = format_codepoint(cpt); |
| result.expected_description = expected_before; |
| result.incomplete = false; |
| return result; |
| } |
|
|
| byte_pos += cpt_bytes; |
| } |
|
|
| |
| result.matched_bytes = input.size(); |
| result.matched_codepoints = cpts.size(); |
| result.matched_prefix = input; |
|
|
| if (std::any_of(stacks_cur.begin(), stacks_cur.end(), [](const auto & stack) { return stack.empty(); })) { |
| |
| result.success = true; |
| result.incomplete = false; |
| } else { |
| |
| result.success = false; |
| result.incomplete = true; |
| result.expected_description = get_expected_description(rules, stacks_cur); |
| } |
|
|
| return result; |
| } |
|
|
| |
| static bool match_string(const std::string & input, llama_grammar * grammar) { |
| const auto cpts = unicode_cpts_from_utf8(input); |
|
|
| auto & stacks_cur = llama_grammar_get_stacks(grammar); |
|
|
| for (const auto & cpt : cpts) { |
| llama_grammar_accept(grammar, cpt); |
|
|
| if (stacks_cur.empty()) { |
| |
| return false; |
| } |
| } |
|
|
| if (std::any_of(stacks_cur.begin(), stacks_cur.end(), [](const auto & stack) { return stack.empty(); })) { |
| |
| return true; |
| } |
|
|
| return false; |
| } |
|
|
| static std::string renormalize_json(const std::string & json_str) { |
| try { |
| auto json_obj = json::parse(json_str); |
| return json_obj.dump(); |
| } catch (const std::exception & e) { |
| return ""; |
| } |
| } |
|
|
| static void assert_msg_equals(const common_chat_msg & expected, |
| const common_chat_msg & actual, |
| bool ignore_whitespace_differences = false) { |
| assert_equals(expected.role, actual.role); |
| if (ignore_whitespace_differences) { |
| assert_equals(string_strip(expected.content), string_strip(actual.content)); |
| } else { |
| assert_equals(expected.content, actual.content); |
| } |
| assert_equals(expected.content_parts.size(), actual.content_parts.size()); |
| for (size_t i = 0; i < expected.content_parts.size(); i++) { |
| const auto & expected_part = expected.content_parts[i]; |
| const auto & actual_part = actual.content_parts[i]; |
| assert_equals(expected_part.type, actual_part.type); |
| if (ignore_whitespace_differences) { |
| assert_equals(string_strip(expected_part.text), string_strip(actual_part.text)); |
| } else { |
| assert_equals(expected_part.text, actual_part.text); |
| } |
| } |
| if (ignore_whitespace_differences) { |
| assert_equals(string_strip(expected.reasoning_content), string_strip(actual.reasoning_content)); |
| } else { |
| assert_equals(expected.reasoning_content, actual.reasoning_content); |
| } |
| assert_equals(expected.tool_calls.size(), actual.tool_calls.size()); |
| for (size_t i = 0; i < expected.tool_calls.size(); i++) { |
| const auto & expected_tool_call = expected.tool_calls[i]; |
| const auto & actual_tool_call = actual.tool_calls[i]; |
| assert_equals(expected_tool_call.name, actual_tool_call.name); |
| assert_equals(renormalize_json(expected_tool_call.arguments), renormalize_json(actual_tool_call.arguments)); |
| assert_equals(expected_tool_call.id, actual_tool_call.id); |
| } |
| } |
|
|
| static common_chat_tool special_function_tool{ |
| "special_function", |
| "I'm special", |
| R"({ |
| "type": "object", |
| "properties": { |
| "arg1": { |
| "type": "integer", |
| "description": "The arg." |
| } |
| }, |
| "required": ["arg1"] |
| })", |
| }; |
| static common_chat_tool special_function_tool_with_optional_param{ |
| "special_function_with_opt", |
| "I'm special but have optional stuff", |
| R"({ |
| "type": "object", |
| "properties": { |
| "arg1": { |
| "type": "integer", |
| "description": "The arg." |
| }, |
| "arg2": { |
| "type": "integer", |
| "description": "The optional arg." |
| } |
| }, |
| "required": ["arg1"] |
| })", |
| }; |
| static common_chat_tool empty_args_tool{ |
| "empty_args", |
| "A tool that takes no arguments", |
| R"({ |
| "type": "object", |
| "properties": {} |
| })", |
| }; |
| static common_chat_tool python_tool{ |
| "python", |
| "an ipython interpreter", |
| R"({ |
| "type": "object", |
| "properties": { |
| "code": { |
| "type": "string", |
| "description": "Python code to execute." |
| } |
| }, |
| "required": ["code"] |
| })", |
| }; |
|
|
| static common_chat_tool html_tool{ |
| "html", |
| "an html validator", |
| R"({ |
| "type": "object", |
| "properties": { |
| "markup": { |
| "type": "string", |
| "description": "HTML markup to validate." |
| } |
| }, |
| "required": ["markup"] |
| })", |
| }; |
|
|
| static common_chat_tool get_time_tool{ |
| "get_time", |
| "Get the current time in a city", |
| R"({ |
| "type": "object", |
| "properties": { |
| "city": { |
| "type": "string", |
| "description": "City name" |
| } |
| }, |
| "required": ["city"] |
| })", |
| }; |
|
|
| static common_chat_tool get_weather_tool{ |
| "get_weather", |
| "Get the current weather in a city", |
| R"({ |
| "type": "object", |
| "properties": { |
| "city": { |
| "type": "string", |
| "description": "City name" |
| } |
| }, |
| "required": ["city"] |
| })", |
| }; |
|
|
| static common_chat_tool todo_list{ |
| "todo_list", |
| "Create or update the todo list", |
| R"({ |
| "type": "object", |
| "properties": { |
| "todos": { |
| "type": "array", |
| "description": "List of TODO list items" |
| } |
| }, |
| "required": ["todos"] |
| })", |
| }; |
|
|
| static common_chat_tool edit_tool{ |
| "edit", |
| "Edit file", |
| R"({ |
| "type": "object", |
| "properties": { |
| "filename": { |
| "type": "string", |
| "description": "Path of file to edit" |
| }, |
| "oldString": { |
| "type": "string", |
| "description": "String to replace" |
| }, |
| "newString": { |
| "type": "string", |
| "description": "New (replacement) value" |
| } |
| }, |
| "required": ["filename", "oldString", "newString"] |
| })", |
| }; |
|
|
| static common_chat_tool magic_tool{ |
| "magic", |
| "Magic tool that takes a hash", |
| R"({ |
| "type": "object", |
| "properties": { |
| "name": { |
| "type": "string" |
| }, |
| "ref": { |
| "type": "string" |
| } |
| }, |
| "required": ["name", "ref"] |
| })", |
| }; |
|
|
| static common_chat_tool magic_int_tool{ |
| "magic_int", |
| "Magic tool that takes a hash", |
| R"({ |
| "type": "object", |
| "properties": { |
| "ref": { |
| "type": "integer" |
| }, |
| "name": { |
| "type": "string" |
| } |
| }, |
| "required": ["ref"] |
| })", |
| }; |
|
|
| static common_chat_tool amount_tool{ |
| "amount", |
| "Amount converter", |
| R"({ |
| "type": "object", |
| "properties": { |
| "orig": { |
| "type": "number" |
| } |
| }, |
| "required": ["orig"] |
| })", |
| }; |
|
|
| static common_chat_tool imaginary_number_tool{ |
| "imaginary_number", |
| "Imaginary number converter", |
| R"({ |
| "type": "object", |
| "properties": { |
| "number": { |
| "type": "object", |
| "properties": { |
| "real": { |
| "type": "number" |
| }, |
| "imaginary": { |
| "type": "number" |
| } |
| }, |
| "required": ["real", "imaginary"] |
| } |
| }, |
| "required": ["number"] |
| })", |
| }; |
|
|
| static common_chat_tool string_param_tool{ |
| "string_param", |
| "Tool with string parameter for testing", |
| R"({ |
| "type": "object", |
| "properties": { |
| "text": { |
| "type": "string", |
| "description": "A text parameter" |
| } |
| }, |
| "required": [] |
| })", |
| }; |
|
|
| static common_chat_tool quoted_unquoted_tool{ |
| "quoted_unquoted", |
| "Tool with two string parameters, one for quoted string, one for unquoted", |
| R"({ |
| "type": "object", |
| "properties": { |
| "quoted": { |
| "type": "string", |
| "description": "Quoted value" |
| }, |
| "unquoted": { |
| "type": "string", |
| "description": "Unquoted value" |
| } |
| }, |
| "required": ["quoted", "unquoted"] |
| })", |
| }; |
|
|
|
|
| static common_chat_tool tool_2req_4opt{ |
| "tool_2req_4opt", |
| "Tool with 2 required and 4 optional params", |
| R"({ |
| "type": "object", |
| "properties": { |
| "req1": { "type": "string", "description": "Required string" }, |
| "req2": { "type": "integer", "description": "Required int" }, |
| "opt1": { "type": "string", "description": "Optional string 1" }, |
| "opt2": { "type": "integer", "description": "Optional int 1" }, |
| "opt3": { "type": "string", "description": "Optional string 2" }, |
| "opt4": { "type": "integer", "description": "Optional int 2" } |
| }, |
| "required": ["req1", "req2"] |
| })", |
| }; |
|
|
| static common_chat_tool tool_2req_5opt{ |
| "tool_2req_5opt", |
| "Tool with 2 required and 5 optional params", |
| R"({ |
| "type": "object", |
| "properties": { |
| "req1": { "type": "string", "description": "Required string" }, |
| "req2": { "type": "integer", "description": "Required int" }, |
| "opt1": { "type": "string", "description": "Optional string 1" }, |
| "opt2": { "type": "integer", "description": "Optional int 1" }, |
| "opt3": { "type": "string", "description": "Optional string 2" }, |
| "opt4": { "type": "integer", "description": "Optional int 2" }, |
| "opt5": { "type": "string", "description": "Optional string 3" } |
| }, |
| "required": ["req1", "req2"] |
| })", |
| }; |
|
|
| static std::vector<common_chat_tool> tools{ special_function_tool, special_function_tool_with_optional_param, |
| python_tool, html_tool, todo_list }; |
|
|
| const common_chat_msg message_user{ |
| "user", |
| "Hey there!", |
| {}, |
| {}, |
| "", |
| "", |
| "", |
| }; |
|
|
| const common_chat_msg message_user_parts{ |
| "user", |
| "", |
| |
| { |
| { "text", "Hey" }, |
| { "text", "there" }, |
| }, |
| |
| { }, |
| |
| "", |
| "", |
| "", |
| }; |
|
|
| static common_chat_msg simple_assist_msg(const std::string & content, |
| const std::string & reasoning_content = "", |
| const std::string & tool_name = "", |
| const std::string & arguments = "", |
| const std::string & id = "") { |
| common_chat_msg msg; |
| msg.role = "assistant"; |
| msg.content = content; |
| msg.reasoning_content = reasoning_content; |
| if (!tool_name.empty() || !id.empty()) { |
| msg.tool_calls.push_back({ tool_name, arguments, id }); |
| } |
| return msg; |
| } |
|
|
| static common_chat_msg message_with_tool_calls(const std::string & tool_name, const std::string & arguments) { |
| return simple_assist_msg("", "", tool_name, arguments); |
| } |
|
|
| static common_chat_msg message_with_tool_calls_and_reasoning(const std::string & tool_name, |
| const std::string & arguments, |
| const std::string & reasoning) { |
| return simple_assist_msg("", reasoning, tool_name, arguments); |
| } |
|
|
| static common_chat_msg message_with_reasoning_content_and_multiple_tool_calls( |
| const std::string & reasoning, |
| const std::string & content, |
| const std::vector<std::pair<std::string, std::string>> & tool_calls) { |
| common_chat_msg msg; |
| msg.role = "assistant"; |
| msg.content = content; |
| msg.reasoning_content = reasoning; |
| for (const auto & [name, args] : tool_calls) { |
| msg.tool_calls.push_back({ name, args, "" }); |
| } |
| return msg; |
| } |
|
|
| static common_chat_msg message_with_content_and_tool_call(const std::string & content, |
| const std::string & tool_name, |
| const std::string & arguments) { |
| return simple_assist_msg(content, "", tool_name, arguments); |
| } |
|
|
| static common_chat_msg message_with_reasoning_and_tool_call(const std::string & reasoning, |
| const std::string & tool_name, |
| const std::string & arguments) { |
| return simple_assist_msg("", reasoning, tool_name, arguments); |
| } |
|
|
| const common_chat_msg message_assist = simple_assist_msg("Hello, world!\nWhat's up?"); |
| const common_chat_msg message_assist_empty = simple_assist_msg(""); |
| const common_chat_msg message_assist_thoughts_unparsed_deepseek = |
| simple_assist_msg("<think>I'm\nthinking</think>Hello, world!\nWhat's up?"); |
| const common_chat_msg message_assist_thoughts_unparsed_md = |
| simple_assist_msg("<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n```json\n{}```"); |
| const common_chat_msg message_assist_thoughts_unparsed_md_partial = |
| simple_assist_msg("<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n```json\n{}"); |
|
|
| const common_chat_msg message_assist_thoughts_unparsed_r7b = |
| simple_assist_msg("<|START_THINKING|>I'm\nthinking<|END_THINKING|>Hello, world!\nWhat's up?"); |
| const common_chat_msg message_assist_thoughts_unparsed_magistral = |
| simple_assist_msg("[THINK]raisonnement[/THINK]Réponse"); |
| const common_chat_msg message_assist_thoughts = simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking"); |
| const common_chat_msg message_assist_thoughts_unopened_unparsed = |
| simple_assist_msg("I'm\nthinking</think>Hello, world!\nWhat's up?"); |
| const common_chat_msg message_assist_thoughts_no_content = simple_assist_msg("", "I'm\nthinking"); |
| const common_chat_msg message_assist_call = simple_assist_msg("", "", "special_function", "{\"arg1\": 1}"); |
| const common_chat_msg message_assist_call_noopt = |
| simple_assist_msg("", "", "special_function_with_opt", "{\"arg1\": 1}"); |
| const common_chat_msg message_assist_call_withopt = |
| simple_assist_msg("", "", "special_function_with_opt", "{\"arg1\": 1, \"arg2\": 2}"); |
| const common_chat_msg message_assist_call_content = |
| simple_assist_msg("Hello, world!\nWhat's up?", "", "special_function", "{\"arg1\":1}"); |
| const common_chat_msg message_assist_call_empty_args = simple_assist_msg("", "", "special_function"); |
| const common_chat_msg message_assist_call_cutoff_args = simple_assist_msg("", "", "special_function", "{\"arg"); |
| const common_chat_msg message_assist_call_thoughts = |
| simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\":1}"); |
| const common_chat_msg message_assist_call_thoughts_unparsed = |
| simple_assist_msg("<think>I'm\nthinking</think>\n\n", "", "special_function", "{\"arg1\": 1}"); |
| const common_chat_msg message_assist_call_thoughts_content = |
| simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking", "special_function", "{\"arg1\": 1}"); |
| const common_chat_msg message_assist_call_id = |
| simple_assist_msg("", "", "special_function", "{\"arg1\":1}", "123456789"); |
| const common_chat_msg message_assist_call_idx = |
| simple_assist_msg("", "", "special_function", "{\"arg1\":1}", "0"); |
| const common_chat_msg message_assist_thoughts_call_idx = |
| simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\": 1}", "0"); |
| const common_chat_msg message_assist_thoughts_partial_call = |
| simple_assist_msg("", "I'm\nthinking", "special_function", "", "0"); |
| const common_chat_msg message_assist_call_python = simple_assist_msg("", "", "python", "{\"code\":\"print('hey')\"}"); |
| const common_chat_msg message_assist_call_python_lines = |
| simple_assist_msg("", "", "python", "{\"code\":\"# This is a program:\\nprint('hey')\"}"); |
| const common_chat_msg message_assist_call_python_lines_unclosed = |
| simple_assist_msg("", "", "python", "{\"code\":\"# This is a program:\\nprint('hey')"); |
| const common_chat_msg message_assist_json_content = |
| simple_assist_msg("{\n \"response\": \"Hello, world!\\nWhat's up?\"\n}"); |
|
|
| |
| struct peg_test_case { |
| common_chat_templates_inputs params; |
| std::string input; |
| common_chat_msg expect; |
| bool is_partial = false; |
| }; |
|
|
| struct make_peg_parser { |
| common_chat_params params_; |
| common_peg_arena arena_; |
| bool detailed_debug_; |
|
|
| make_peg_parser(common_chat_templates * tmpls, |
| const common_chat_templates_inputs & inputs, |
| bool detailed_debug = false) { |
| detailed_debug_ = detailed_debug; |
| params_ = common_chat_templates_apply(tmpls, inputs); |
| arena_.load(params_.parser); |
| } |
|
|
| common_chat_msg parse(const std::string & msg, bool is_partial) const { |
| common_chat_parser_params parser_params; |
| parser_params.format = params_.format; |
| parser_params.debug = detailed_debug_; |
| return common_chat_peg_parse(arena_, msg, is_partial, parser_params); |
| } |
| }; |
|
|
| static void test_peg_parser(common_chat_templates * tmpls, |
| const std::function<void(peg_test_case &)> & init, |
| bool detailed_debug) { |
| |
| constexpr auto utf8_truncate_safe_len = [](const std::string_view s) -> size_t { |
| auto len = s.size(); |
| if (len == 0) { |
| return 0; |
| } |
| auto i = len; |
| for (size_t back = 0; back < 4 && i > 0; ++back) { |
| --i; |
| unsigned char c = s[i]; |
| if ((c & 0x80) == 0) { |
| return len; |
| } |
| if ((c & 0xC0) == 0xC0) { |
| size_t expected_len = 0; |
| if ((c & 0xE0) == 0xC0) { |
| expected_len = 2; |
| } else if ((c & 0xF0) == 0xE0) { |
| expected_len = 3; |
| } else if ((c & 0xF8) == 0xF0) { |
| expected_len = 4; |
| } else { |
| return i; |
| } |
| if (len - i >= expected_len) { |
| return len; |
| } |
| return i; |
| } |
| } |
| return len - std::min(len, size_t(3)); |
| }; |
|
|
| peg_test_case tc; |
| init(tc); |
| if (tc.params.messages.empty()) { |
| tc.params.messages = { message_user }; |
| } |
| if (tc.expect.role.empty()) { |
| tc.expect.role = "assistant"; |
| } |
|
|
| auto parser = make_peg_parser(tmpls, tc.params, detailed_debug); |
| if (detailed_debug) { |
| LOG_DBG("Using parser: \n%s\n", parser.arena_.dump(parser.arena_.root()).c_str()); |
| } |
|
|
| common_chat_msg msg_accum; |
| common_chat_msg msg_prev; |
| msg_accum.role = msg_prev.role = "assistant"; |
|
|
| for (size_t i = 1; i <= tc.input.size(); ++i) { |
| auto is_partial = i < tc.input.size() || tc.is_partial; |
| |
| size_t safe_len = utf8_truncate_safe_len(std::string_view(tc.input).substr(0, i)); |
| std::string prefix = tc.input.substr(0, safe_len); |
| common_chat_msg msg_current = parser.parse(prefix, is_partial); |
|
|
| for (const auto & diff : common_chat_msg_diff::compute_diffs(msg_prev, msg_current)) { |
| if (!diff.reasoning_content_delta.empty()) { |
| msg_accum.reasoning_content += diff.reasoning_content_delta; |
| } |
| if (!diff.content_delta.empty()) { |
| msg_accum.content += diff.content_delta; |
| } |
| if (diff.tool_call_index != std::string::npos) { |
| |
| |
| while (msg_accum.tool_calls.size() <= diff.tool_call_index) { |
| msg_accum.tool_calls.push_back({ "", "", "" }); |
| } |
| |
| |
| if (!diff.tool_call_delta.name.empty()) { |
| msg_accum.tool_calls[diff.tool_call_index].name = diff.tool_call_delta.name; |
| } |
| if (!diff.tool_call_delta.id.empty()) { |
| msg_accum.tool_calls[diff.tool_call_index].id = diff.tool_call_delta.id; |
| } |
| if (!diff.tool_call_delta.arguments.empty()) { |
| msg_accum.tool_calls[diff.tool_call_index].arguments += diff.tool_call_delta.arguments; |
| } |
| } |
| } |
| try { |
| assert_msg_equals(msg_current, msg_accum, true); |
| } catch (std::exception & e) { |
| throw std::runtime_error((std::string("Error comparing accumulated message to current: ") + e.what()).c_str()); |
| } |
|
|
| msg_prev = msg_current; |
| } |
|
|
| if (!tc.is_partial) { |
| assert_msg_equals(tc.expect, parser.parse(tc.input, false), true); |
| } |
| assert_msg_equals(tc.expect, msg_accum, true); |
|
|
| |
| if (!parser.params_.grammar.empty()) { |
| auto grammar = build_grammar(parser.params_.grammar); |
| if (!grammar) { |
| throw std::runtime_error("Failed to build grammar: " + parser.params_.grammar); |
| } |
|
|
| |
| auto earliest_trigger_pos = std::string::npos; |
| for (const auto & trigger : parser.params_.grammar_triggers) { |
| size_t pos = std::string::npos; |
| std::smatch match; |
| switch (trigger.type) { |
| case COMMON_GRAMMAR_TRIGGER_TYPE_WORD: |
| { |
| const auto & word = trigger.value; |
| pos = tc.input.find(word); |
| break; |
| } |
| case COMMON_GRAMMAR_TRIGGER_TYPE_PATTERN: |
| { |
| const auto & pattern = std::regex(trigger.value); |
| if (std::regex_search(tc.input, match, pattern)) { |
| pos = match.position(pattern.mark_count()); |
| } |
| break; |
| } |
| case COMMON_GRAMMAR_TRIGGER_TYPE_PATTERN_FULL: |
| { |
| const auto & pattern = trigger.value; |
| if (std::regex_match(tc.input, match, std::regex(pattern))) { |
| auto mpos = std::string::npos; |
| for (size_t i = 1; i < match.size(); ++i) { |
| if (match[i].length() > 0) { |
| mpos = match.position(i); |
| break; |
| } |
| } |
| if (mpos == std::string::npos) { |
| mpos = match.position(0); |
| } |
| pos = mpos; |
| } |
| break; |
| } |
| default: |
| throw std::runtime_error("Unknown trigger type"); |
| } |
| if (pos != std::string::npos) { |
| if (earliest_trigger_pos == std::string::npos || pos < earliest_trigger_pos) { |
| earliest_trigger_pos = pos; |
| } |
| } |
| } |
|
|
| |
| std::string constrained = tc.input; |
| bool grammar_triggered = false; |
| if (earliest_trigger_pos != std::string::npos) { |
| constrained = tc.input.substr(earliest_trigger_pos); |
| grammar_triggered = true; |
| } else if (!parser.params_.grammar_lazy) { |
| |
| grammar_triggered = true; |
| } |
|
|
| |
| if (grammar_triggered && !tc.is_partial) { |
| auto result = match_string_detailed(constrained, grammar.get()); |
| if (!result.success) { |
| std::string error_msg; |
| if (result.incomplete) { |
| error_msg = |
| "Grammar matched all input but expects more:\n\n" |
| ">>> Input: " + tc.input + |
| "\n\n>>> Constrained: " + constrained + |
| "\n\n>>> Matched prefix (" + std::to_string(result.matched_bytes) + " bytes, " + |
| std::to_string(result.matched_codepoints) + " codepoints): " + |
| (result.matched_prefix.size() > 100 ? result.matched_prefix.substr(0, 100) + "..." : result.matched_prefix) + |
| "\n\n>>> Expected next: " + result.expected_description + |
| "\n\n>>> Grammar: " + parser.params_.grammar; |
| } else { |
| error_msg = |
| "Grammar match failed:\n\n" |
| ">>> Input: " + tc.input + |
| "\n\n>>> Constrained: " + constrained + |
| "\n\n>>> Matched prefix (" + std::to_string(result.matched_bytes) + " bytes, " + |
| std::to_string(result.matched_codepoints) + " codepoints): " + |
| (result.matched_prefix.size() > 100 ? result.matched_prefix.substr(0, 100) + "..." : result.matched_prefix) + |
| "\n\n>>> Failing character: " + result.failing_char + |
| "\n\n>>> Expected: " + result.expected_description + |
| "\n\n>>> Grammar: " + parser.params_.grammar; |
| } |
| throw std::runtime_error(error_msg); |
| } |
| } |
| } |
| } |
|
|
| |
| static std::string g_template_filter; |
|
|
| |
| class peg_test_builder; |
|
|
| class peg_tester { |
| common_chat_templates_ptr tmpls_; |
| std::string template_path_; |
| bool detailed_debug_; |
| friend class peg_test_builder; |
|
|
| public: |
| explicit peg_tester(const std::string & template_path, const bool detailed_debug = false) : |
| tmpls_(read_templates(template_path)), |
| template_path_(template_path), |
| detailed_debug_(detailed_debug) {} |
|
|
| const std::string & template_path() const { return template_path_; } |
|
|
| peg_test_builder test(const std::string & input); |
| }; |
|
|
| class peg_test_builder { |
| peg_tester & tester_; |
| peg_test_case tc_; |
|
|
| public: |
| peg_test_builder(peg_tester & tester, const std::string & input) : tester_(tester) { tc_.input = input; } |
|
|
| |
| peg_test_builder & reasoning_format(common_reasoning_format fmt) { |
| tc_.params.reasoning_format = fmt; |
| return *this; |
| } |
|
|
| peg_test_builder & tools(std::vector<common_chat_tool> tools) { |
| tc_.params.tools = std::move(tools); |
| return *this; |
| } |
|
|
| peg_test_builder & enable_thinking(bool val) { |
| tc_.params.enable_thinking = val; |
| return *this; |
| } |
|
|
| peg_test_builder & parallel_tool_calls(bool val) { |
| tc_.params.parallel_tool_calls = val; |
| return *this; |
| } |
|
|
| peg_test_builder & json_schema(const std::string & schema) { |
| tc_.params.json_schema = schema; |
| return *this; |
| } |
|
|
| peg_test_builder & is_partial(bool val) { |
| tc_.is_partial = val; |
| return *this; |
| } |
|
|
| |
| peg_test_builder & expect(const common_chat_msg & msg) { |
| tc_.expect = msg; |
| return *this; |
| } |
|
|
| peg_test_builder & expect_content(const std::string & content) { |
| tc_.expect.content = content; |
| return *this; |
| } |
|
|
| peg_test_builder & expect_reasoning(const std::string & reasoning) { |
| tc_.expect.reasoning_content = reasoning; |
| return *this; |
| } |
|
|
| peg_test_builder & expect_tool_calls(std::vector<common_chat_tool_call> calls) { |
| tc_.expect.tool_calls = std::move(calls); |
| return *this; |
| } |
|
|
| |
| void run() { |
| |
| if (!g_template_filter.empty()) { |
| |
| std::string template_path_lower = tester_.template_path(); |
| std::string filter_lower = g_template_filter; |
| std::transform(template_path_lower.begin(), template_path_lower.end(), template_path_lower.begin(), |
| ::tolower); |
| std::transform(filter_lower.begin(), filter_lower.end(), filter_lower.begin(), ::tolower); |
| if (template_path_lower.find(filter_lower) == std::string::npos) { |
| |
| return; |
| } |
| } |
| LOG_INF("\n\x1b[38;5;126m[%s]\x1b[0m\n%s\n\n", tester_.template_path().c_str(), tc_.input.c_str()); |
| test_peg_parser(tester_.tmpls_.get(), [this](peg_test_case & t) { t = tc_; }, tester_.detailed_debug_); |
| } |
| }; |
|
|
| peg_test_builder peg_tester::test(const std::string & input) { |
| return peg_test_builder(*this, input); |
| } |
|
|
| static void test_msgs_oaicompat_json_conversion() { |
| LOG_DBG("%s\n", __func__); |
| std::vector<common_chat_msg> msgs{ |
| message_user, |
| message_user_parts, |
| message_assist_call, |
| message_assist_call_thoughts, |
| message_assist_call_thoughts_unparsed, |
| message_assist_call_thoughts_content, |
| message_assist_call_id, |
| message_assist_call_idx, |
| message_assist_call_python, |
| }; |
| for (const auto & msg : msgs) { |
| auto oai_json = common_chat_msgs_to_json_oaicompat({ msg }); |
| auto msgs2 = common_chat_msgs_parse_oaicompat(oai_json); |
| assert_equals((size_t) 1, msgs2.size()); |
| const auto & msg2 = msgs2[0]; |
| assert_msg_equals(msg, msg2); |
| } |
| assert_equals(std::string("[\n" |
| " {\n" |
| " \"role\": \"user\",\n" |
| " \"content\": [\n" |
| " {\n" |
| " \"type\": \"text\",\n" |
| " \"text\": \"Hey\"\n" |
| " },\n" |
| " {\n" |
| " \"type\": \"text\",\n" |
| " \"text\": \"there\"\n" |
| " }\n" |
| " ]\n" |
| " }\n" |
| "]"), |
| common_chat_msgs_to_json_oaicompat({ message_user_parts }).dump(2)); |
|
|
| |
| assert_equals(std::string("[\n" |
| " {\n" |
| " \"role\": \"assistant\",\n" |
| " \"content\": \"\",\n" |
| " \"tool_calls\": [\n" |
| " {\n" |
| " \"type\": \"function\",\n" |
| " \"function\": {\n" |
| " \"name\": \"python\",\n" |
| " \"arguments\": \"{\\\"code\\\":\\\"print('hey')\\\"}\"\n" |
| " }\n" |
| " }\n" |
| " ]\n" |
| " }\n" |
| "]"), |
| common_chat_msgs_to_json_oaicompat({ message_assist_call_python }).dump(2)); |
|
|
| auto res = common_chat_msgs_parse_oaicompat(json::parse("[{\"role\": \"assistant\", \"tool_calls\": []}]")); |
| assert_equals<size_t>(1, res.size()); |
| assert_equals<std::string>(res[0].role, "assistant"); |
| assert_equals(true, res[0].content.empty()); |
| assert_equals(true, res[0].tool_calls.empty()); |
|
|
| try { |
| common_chat_msgs_parse_oaicompat(json::parse("[{\"role\": \"assistant\"}]")); |
| throw std::runtime_error("Expected exception"); |
| } catch (const std::exception & e) { |
| if (std::string(e.what()).find("'content'") == std::string::npos) { |
| throw std::runtime_error("Expected exception about missing 'content'"); |
| } |
| } |
| } |
|
|
| static void test_tools_oaicompat_json_conversion() { |
| LOG_DBG("%s\n", __func__); |
| std::vector<common_chat_tool> tools{ |
| special_function_tool, |
| python_tool, |
| }; |
|
|
| for (const auto & tool : tools) { |
| auto oai_json = common_chat_tools_to_json_oaicompat({ tool }); |
| auto tools2 = common_chat_tools_parse_oaicompat(oai_json); |
| assert_equals((size_t) 1, tools2.size()); |
| auto tool2 = tools2[0]; |
| assert_equals(tool.name, tool2.name); |
| assert_equals(tool.description, tool2.description); |
| assert_equals(json::parse(tool.parameters).dump(2), json::parse(tool2.parameters).dump(2)); |
| } |
|
|
| assert_equals(std::string("[\n" |
| " {\n" |
| " \"type\": \"function\",\n" |
| " \"function\": {\n" |
| " \"name\": \"special_function\",\n" |
| " \"description\": \"I'm special\",\n" |
| " \"parameters\": {\n" |
| " \"type\": \"object\",\n" |
| " \"properties\": {\n" |
| " \"arg1\": {\n" |
| " \"type\": \"integer\",\n" |
| " \"description\": \"The arg.\"\n" |
| " }\n" |
| " },\n" |
| " \"required\": [\n" |
| " \"arg1\"\n" |
| " ]\n" |
| " }\n" |
| " }\n" |
| " }\n" |
| "]"), |
| common_chat_tools_to_json_oaicompat({ special_function_tool }).dump(2)); |
| } |
|
|
| static void test_template_output_peg_parsers(bool detailed_debug) { |
| LOG_DBG("%s\n", __func__); |
|
|
| |
| const char * invoice_schema = R"({ |
| "type": "object", |
| "properties": { |
| "amount": {"type": "number"}, |
| "date": {"type": "string"} |
| } |
| })"; |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/mistralai-Ministral-3-14B-Reasoning-2512.jinja", detailed_debug); |
|
|
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| tst.test("[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?") |
| .expect_content("[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?") |
| .run(); |
|
|
| tst.test("[THINK]I'm\nthinking[/THINK]Hello, world!\nWhat's up?") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .expect(message_assist_thoughts) |
| .run(); |
|
|
| tst.test(R"([TOOL_CALLS]special_function[ARGS]{"arg1":1})") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| tst.test( |
| "[THINK]I'm\nthinking[/THINK]" |
| R"([TOOL_CALLS]special_function[ARGS]{"arg1":1})") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_thoughts) |
| .run(); |
|
|
| tst.test(R"([TOOL_CALLS]special_function[ARGS]{"arg1": 1})" |
| R"([TOOL_CALLS]special_function_with_opt[ARGS]{"arg1": 1, "arg2": 2})") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, special_function_tool_with_optional_param |
| }) |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", {} }, |
| { "special_function_with_opt", R"({"arg1": 1, "arg2": 2})", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "[THINK]I need to output the invoice details in JSON[/THINK]" |
| "```json\n" |
| R"({"amount": 123.45, "date": "2025-12-03"})" |
| "\n```") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .json_schema(invoice_schema) |
| .expect_reasoning("I need to output the invoice details in JSON") |
| .expect_content(R"({"amount": 123.45, "date": "2025-12-03"})") |
| .run(); |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16.jinja", detailed_debug); |
|
|
| tst.test("Hello, world!\nWhat's up?").enable_thinking(false).expect(message_assist).run(); |
|
|
| tst.test("I'm\nthinking\n</think>\nHello, world!\nWhat's up?") |
| .enable_thinking(false) |
| .reasoning_format(COMMON_REASONING_FORMAT_NONE) |
| .expect_content("I'm\nthinking\n</think>\nHello, world!\nWhat's up?") |
| .run(); |
|
|
| tst.test("I'm\nthinking\n</think>\nHello, world!\nWhat's up?") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .expect(message_assist_thoughts) |
| .run(); |
|
|
| tst.test( |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n1\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(false) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| tst.test( |
| "I'm\nthinking\n</think>\n" |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n1\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_thoughts) |
| .run(); |
|
|
| tst.test( |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n1\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>\n" |
| "<tool_call>\n" |
| "<function=special_function_with_opt>\n" |
| "<parameter=arg1>\n1\n</parameter>\n" |
| "<parameter=arg2>\n2\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(false) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, special_function_tool_with_optional_param |
| }) |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", {} }, |
| { "special_function_with_opt", R"({"arg1": 1, "arg2": 2})", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "def hello():\n" |
| " print(\"Hello, world!\")\n" |
| "\n" |
| "hello()\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(false) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ |
| python_tool |
| }) |
| .expect_tool_calls({ |
| { "python", "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "I need to output the invoice details in JSON\n" |
| "</think>\n" |
| R"({"amount": 123.45, "date": "2025-12-03"})") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .enable_thinking(true) |
| .json_schema(invoice_schema) |
| .expect_reasoning("I need to output the invoice details in JSON") |
| .expect_content(R"({"amount": 123.45, "date": "2025-12-03"})") |
| .run(); |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja", detailed_debug); |
|
|
| tst.test("<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>").expect(message_assist).run(); |
|
|
| tst.test( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .expect(message_assist_thoughts) |
| .run(); |
|
|
| tst.test( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>") |
| .expect(message_assist_thoughts_unparsed_r7b) |
| .run(); |
|
|
| tst.test( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_ACTION|>[\n" |
| " {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n" |
| "]<|END_ACTION|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ special_function_tool }) |
| .expect(message_assist_thoughts_call_idx) |
| .run(); |
|
|
| tst.test( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_ACTION|>[\n" |
| " {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", ") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ special_function_tool }) |
| .is_partial(true) |
| .expect(message_assist_thoughts_partial_call) |
| .run(); |
|
|
| tst.test( |
| "<|START_THINKING|><|END_THINKING|>" |
| "<|START_ACTION|>[\n" |
| " {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n" |
| "]<|END_ACTION|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_idx) |
| .run(); |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/google-gemma-2-2b-it.jinja"); |
|
|
| tst.test("Hello, world!").expect(simple_assist_msg("Hello, world!")).run(); |
|
|
| tst.test("Line 1\nLine 2\nLine 3").expect(simple_assist_msg("Line 1\nLine 2\nLine 3")).run(); |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/Qwen-QwQ-32B.jinja"); |
|
|
| |
| tst.test("Let me think about this...\n</think>\nThe answer is 42.") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .expect(simple_assist_msg("The answer is 42.", "Let me think about this...")) |
| .run(); |
|
|
| tst.test("Hello, world!").expect(simple_assist_msg("Hello, world!")).run(); |
| } |
| { |
| |
| auto tst = peg_tester("models/templates/NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja", detailed_debug); |
|
|
| tst.test( |
| "<tool_call>\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tool_call>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| tst.test( |
| "Hello, world!\nWhat's up?<tool_call>\n" |
| "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n" |
| "</tool_call>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_content) |
| .run(); |
|
|
| |
| |
| } |
| { |
| |
| auto tst = peg_tester("models/templates/google-gemma-2-2b-it.jinja", detailed_debug); |
|
|
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| } |
| { |
| |
| auto tst = peg_tester("models/templates/ibm-granite-granite-3.3-2B-Instruct.jinja", detailed_debug); |
|
|
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| tst.test("<think>I'm\nthinking</think>Hello, world!\nWhat's up?") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .expect(message_assist_thoughts) |
| .run(); |
|
|
| |
| |
| |
| |
| |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/ByteDance-Seed-OSS.jinja", detailed_debug); |
|
|
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| tst.test("<seed:think>I'm thinking about the answer</seed:think>\nHello, world!") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .expect(simple_assist_msg("Hello, world!", "I'm thinking about the answer")) |
| .run(); |
|
|
| tst.test( |
| "<seed:tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>1</parameter>\n" |
| "</function>\n" |
| "</seed:tool_call>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| tst.test( |
| "<seed:tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>1</parameter>\n" |
| "</function>\n" |
| "</seed:tool_call>\n" |
| "<seed:tool_call>\n" |
| "<function=special_function_with_opt>\n" |
| "<parameter=arg1>1</parameter>\n" |
| "<parameter=arg2>2</parameter>\n" |
| "</function>\n" |
| "</seed:tool_call>") |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, special_function_tool_with_optional_param |
| }) |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", {} }, |
| { "special_function_with_opt", R"({"arg1": 1, "arg2": 2})", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "<seed:tool_call>\n" |
| "<function=todo_list>\n" |
| "<parameter=todos>[{\"item\": \"Check stuff\", \"selected\": false}, {\"item\": \"Prepare stuff\", \"selected\": true}]</parameter>\n" |
| "</function>\n" |
| "</seed:tool_call>") |
| .tools({ |
| todo_list |
| }) |
| .expect_tool_calls({ |
| { "todo_list", "{\"todos\": [{\"item\": \"Check stuff\", \"selected\": false}, {\"item\": \"Prepare stuff\", \"selected\": true}]}", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<seed:tool_call>\n" |
| "<function=edit>\n" |
| "<parameter=filename>\n" |
| "foo.cpp\n" |
| "</parameter>\n" |
| "<parameter=oldString>" |
| "def foo(arg = \"14\"):\n" |
| " return arg + \"bar\"\n" |
| "\n" |
| "</parameter>\n" |
| "<parameter=newString>" |
| "def foo(arg = \"15\"):\n" |
| " pass\n" |
| "\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</seed:tool_call>") |
| .tools({ |
| edit_tool |
| }) |
| .expect_tool_calls({ |
| { "edit", "{\"filename\": \"foo.cpp\", " |
| "\"oldString\": \"def foo(arg = \\\"14\\\"):\\n return arg + \\\"bar\\\"\\n\", " |
| "\"newString\": \"def foo(arg = \\\"15\\\"):\\n pass\\n\"}", {} |
| } |
| }) |
| .run(); |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/Qwen3-Coder.jinja", detailed_debug); |
|
|
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| tst.test( |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| tst.test( |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>\n" |
| "<tool_call>\n" |
| "<function=special_function_with_opt>\n" |
| "<parameter=arg1>\n" |
| "1\n" |
| "</parameter>\n" |
| "<parameter=arg2>\n" |
| "2\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, special_function_tool_with_optional_param |
| }) |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", {} }, |
| { "special_function_with_opt", R"({"arg1": 1, "arg2": 2})", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "def hello():\n" |
| " print(\"Hello, world!\")\n" |
| "\n" |
| "hello()\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .tools({ |
| python_tool |
| }) |
| .expect_tool_calls({ |
| { "python", "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<tool_call>\n" |
| "<function=python>\n" |
| "<parameter=code>\n" |
| "格\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .tools({ |
| python_tool |
| }) |
| .expect_tool_calls({ |
| { "python", "{\"code\": \"格\"}", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<tool_call>\n" |
| "<function=html>\n" |
| "<parameter=markup>\n" |
| "<html>\n" |
| " <head>\n" |
| " <title>Hello!</title>\n" |
| " </head>\n" |
| "</html>\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .tools({ |
| html_tool |
| }) |
| .expect_tool_calls({ |
| { "html", "{\"markup\": \"<html>\\n <head>\\n <title>Hello!</title>\\n </head>\\n</html>\"}", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<tool_call>\n" |
| "<function=todo_list>\n" |
| "<parameter=todos>\n" |
| "[{\"item\": \"Check stuff\", \"selected\": false}, {\"item\": \"Prepare stuff\", \"selected\": true}]\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .tools({ |
| todo_list |
| }) |
| .expect_tool_calls({ |
| { "todo_list", "{\"todos\": [{\"item\": \"Check stuff\", \"selected\": false}, {\"item\": \"Prepare stuff\", \"selected\": true}]}", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<tool_call>\n" |
| "<function=tool_2req_4opt>\n" |
| "<parameter=req1>\nhello\n</parameter>\n" |
| "<parameter=req2>\n42\n</parameter>\n" |
| "<parameter=opt4>\n100\n</parameter>\n" |
| "<parameter=opt2>\n200\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .tools({ tool_2req_4opt }) |
| .expect_tool_calls({ |
| { "tool_2req_4opt", R"({"req1": "hello", "req2": 42, "opt4": 100, "opt2": 200})", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<tool_call>\n" |
| "<function=tool_2req_5opt>\n" |
| "<parameter=req1>\nworld\n</parameter>\n" |
| "<parameter=req2>\n7\n</parameter>\n" |
| "<parameter=opt5>\nlast\n</parameter>\n" |
| "<parameter=opt3>\nmiddle\n</parameter>\n" |
| "<parameter=opt1>\nfirst\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .tools({ tool_2req_5opt }) |
| .expect_tool_calls({ |
| { "tool_2req_5opt", R"({"req1": "world", "req2": 7, "opt5": "last", "opt3": "middle", "opt1": "first"})", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<tool_call>\n" |
| "<function=tool_2req_5opt>\n" |
| "<parameter=req1>\ntest\n</parameter>\n" |
| "<parameter=req2>\n99\n</parameter>\n" |
| "<parameter=opt3>\nc\n</parameter>\n" |
| "<parameter=opt1>\na\n</parameter>\n" |
| "<parameter=opt5>\ne\n</parameter>\n" |
| "<parameter=opt4>\n4\n</parameter>\n" |
| "<parameter=opt2>\n2\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .tools({ tool_2req_5opt }) |
| .expect_tool_calls({ |
| { "tool_2req_5opt", R"({"req1": "test", "req2": 99, "opt3": "c", "opt1": "a", "opt5": "e", "opt4": 4, "opt2": 2})", {} }, |
| }) |
| .run(); |
| } |
| { |
| auto tst = peg_tester("models/templates/deepseek-ai-DeepSeek-V3.1.jinja", detailed_debug); |
| tst.test( |
| "<|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": " |
| "\"XYZCITY\"}<|tool▁call▁end|><|tool▁calls▁end|>") |
| .tools({ get_time_tool }) |
| .expect(message_with_tool_calls("get_time", "{\"city\":\"XYZCITY\"}")) |
| .run(); |
| } |
|
|
| { |
| auto tst = peg_tester("models/templates/deepseek-ai-DeepSeek-V3.1.jinja", detailed_debug); |
| tst.test( |
| "REASONING</think><|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": " |
| "\"Tokyo\"}<|tool▁call▁end|><|tool▁calls▁end|>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ get_time_tool }) |
| .expect(message_with_tool_calls_and_reasoning("get_time", "{\"city\":\"Tokyo\"}", "REASONING")) |
| .run(); |
| } |
|
|
| { |
| auto tst = peg_tester("models/templates/deepseek-ai-DeepSeek-V3.1.jinja", detailed_debug); |
| tst.test( |
| "REASONING</think>CONTENT<|tool▁calls▁begin|><|tool▁call▁begin|>get_time<|tool▁sep|>{\"city\": " |
| "\"Paris\"}<|tool▁call▁end|><|tool▁call▁begin|>get_weather<|tool▁sep|>{\"city\": " |
| "\"Paris\"}<|tool▁call▁end|><|tool▁calls▁end|>") |
| .tools({ |
| get_time_tool, get_weather_tool |
| }) |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .parallel_tool_calls(true) |
| .expect(message_with_reasoning_content_and_multiple_tool_calls( |
| "REASONING", "CONTENT", |
| { { "get_time", "{\"city\":\"Paris\"}" }, { "get_weather", "{\"city\":\"Paris\"}" } })) |
| .run(); |
| } |
|
|
| { |
| auto tst = peg_tester("models/templates/deepseek-ai-DeepSeek-V3.1.jinja", detailed_debug); |
| tst.test("REASONING</think>\nCONTENT") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .expect(simple_assist_msg("CONTENT", "REASONING\n")) |
| .run(); |
| } |
|
|
| { |
| auto tst = peg_tester("models/templates/deepseek-ai-DeepSeek-V3.1.jinja", detailed_debug); |
| tst.test("CONTENT").expect(simple_assist_msg("CONTENT", "")).run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/GLM-4.6.jinja", detailed_debug); |
| tst.test( |
| "<tool_call>special_function\n" |
| "<arg_key>arg1</arg_key>\n<arg_value>1</arg_value>\n" |
| "</tool_call>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| |
| { |
| auto tst = peg_tester("models/templates/GLM-4.7-Flash.jinja", detailed_debug); |
|
|
| |
| tst.test("Hello, world!\nWhat's up?") |
| .enable_thinking(false) |
| .expect(message_assist) |
| .run(); |
|
|
| |
| tst.test("I'm\nthinking</think>Hello, world!\nWhat's up?") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .expect(message_assist_thoughts) |
| .run(); |
|
|
| |
| tst.test( |
| "<tool_call>special_function" |
| "<arg_key>arg1</arg_key><arg_value>1</arg_value>" |
| "</tool_call>") |
| .enable_thinking(false) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| |
| tst.test( |
| "I'm\nthinking</think>" |
| "<tool_call>special_function" |
| "<arg_key>arg1</arg_key><arg_value>1</arg_value>" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_thoughts) |
| .run(); |
|
|
| tst.test( |
| "<tool_call>special_function" |
| "<arg_key>arg1</arg_key><arg_value>1</arg_value>" |
| "</tool_call>" |
| "<tool_call>special_function_with_opt" |
| "<arg_key>arg1</arg_key><arg_value>1</arg_value>" |
| "<arg_key>arg2</arg_key><arg_value>2</arg_value>" |
| "</tool_call>") |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, special_function_tool_with_optional_param |
| }) |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", {} }, |
| { "special_function_with_opt", R"({"arg1": 1, "arg2": 2})", {} }, |
| }) |
| .run(); |
| } |
|
|
| |
| |
| { |
| auto tst = peg_tester("models/templates/Kimi-K2-Thinking.jinja", detailed_debug); |
|
|
| |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| |
| tst.test( |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>" |
| "{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>") |
| .tools({ special_function_tool }) |
| .expect(simple_assist_msg("", "", "special_function", "{\"arg1\": 1}", "functions.special_function:0")) |
| .run(); |
|
|
| |
| tst.test( |
| "<think>I'm thinking about this</think>" |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>" |
| "{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .expect(simple_assist_msg("", "I'm thinking about this", "special_function", "{\"arg1\": 1}", "functions.special_function:0")) |
| .run(); |
|
|
| |
| tst.test( |
| "Hello, world!\nWhat's up?" |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>" |
| "{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>") |
| .tools({ special_function_tool }) |
| .expect(simple_assist_msg("Hello, world!\nWhat's up?", "", "special_function", "{\"arg1\": 1}", "functions.special_function:0")) |
| .run(); |
|
|
| |
| tst.test( |
| "<|tool_calls_section_begin|>" |
| "<|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|>" |
| "<|tool_call_begin|>functions.special_function_with_opt:1<|tool_call_argument_begin|>{\"arg1\": 1, \"arg2\": 2}<|tool_call_end|>" |
| "<|tool_calls_section_end|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, special_function_tool_with_optional_param |
| }) |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", "functions.special_function:0" }, |
| { "special_function_with_opt", R"({"arg1": 1, "arg2": 2})", "functions.special_function_with_opt:1" }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<think>I need to call two functions</think>" |
| "<|tool_calls_section_begin|>" |
| "<|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|>" |
| "<|tool_call_begin|>functions.python:1<|tool_call_argument_begin|>{\"code\": \"print('hey')\"}<|tool_call_end|>" |
| "<|tool_calls_section_end|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, python_tool |
| }) |
| .expect_reasoning("I need to call two functions") |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", "functions.special_function:0" }, |
| { "python", "{\"code\": \"print('hey')\"}", "functions.python:1" }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.python:0<|tool_call_argument_begin|>" |
| "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}<|tool_call_end|><|tool_calls_section_end|>") |
| .tools({ python_tool }) |
| .expect_tool_calls({ |
| { "python", "{\"code\": \"def hello():\\n print(\\\"Hello, world!\\\")\\n\\nhello()\"}", "functions.python:0" }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.empty_args:0<|tool_call_argument_begin|>" |
| "{}<|tool_call_end|><|tool_calls_section_end|>") |
| .tools({ empty_args_tool }) |
| .expect(simple_assist_msg("", "", "empty_args", "{}", "functions.empty_args:0")) |
| .run(); |
|
|
| |
| tst.test( |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>" |
| "{\"arg1\": ") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .is_partial(true) |
| .expect(simple_assist_msg("", "", "special_function", "{\"arg1\": ", "functions.special_function:0")) |
| .run(); |
|
|
| |
| tst.test( |
| "<|tool_calls_section_begin|>" |
| "<|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|>" |
| "<|tool_call_begin|>functions.python:1<|tool_call_argument_begin|>{\"code\": \"print(1)\"}<|tool_call_end|>" |
| "<|tool_call_begin|>functions.html:2<|tool_call_argument_begin|>{\"markup\": \"<p>test</p>\"}<|tool_call_end|>" |
| "<|tool_calls_section_end|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, python_tool, html_tool |
| }) |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", "functions.special_function:0" }, |
| { "python", "{\"code\": \"print(1)\"}", "functions.python:1" }, |
| { "html", "{\"markup\": \"<p>test</p>\"}", "functions.html:2" }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<think>I need to call two functions" |
| "<|tool_calls_section_begin|>" |
| "<|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}<|tool_call_end|>" |
| "<|tool_call_begin|>functions.python:1<|tool_call_argument_begin|>{\"code\": \"print('hey')\"}<|tool_call_end|>" |
| "<|tool_calls_section_end|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, python_tool |
| }) |
| .expect_reasoning("I need to call two functions") |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", "functions.special_function:0" }, |
| { "python", "{\"code\": \"print('hey')\"}", "functions.python:1" }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<think>I need to call two functions" |
| "<|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>{\"arg1\": 1}" |
| "<|tool_call_begin|>functions.python:1<|tool_call_argument_begin|>{\"code\": \"print('hey')\"}") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, python_tool |
| }) |
| .expect_reasoning("I need to call two functions") |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", "functions.special_function:0" }, |
| { "python", "{\"code\": \"print('hey')\"}", "functions.python:1" }, |
| }) |
| .run(); |
|
|
| |
| tst.test("<|tool_call_begin|>functions.execute_command:0<|tool_call_argument_begin|>{\"command\": \"ls -lah\"" |
| ", \"cwd\": \"/home/jarvis/development/exllamav3\", \"timeout\": 10}") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .parallel_tool_calls(true) |
| .tools({ |
| { |
| "execute_command", |
| "Execute shell command", |
| R"({ |
| "type": "object", |
| "properties": { |
| "command": { |
| "type": "string", |
| "description": "Shell command to execute" |
| }, |
| "cwd": { |
| "type": "string", |
| "description": "Working directory" |
| }, |
| "timeout": { |
| "type": "integer", |
| "description": "The timeout in seconds" |
| } |
| }, |
| "required": ["command"] |
| })" |
| } |
| }). |
| expect_tool_calls({ |
| { |
| "execute_command", |
| R"({"command": "ls -lah", "cwd": "/home/jarvis/development/exllamav3", "timeout": 10})", |
| "functions.execute_command:0" |
| } |
| }) |
| .run(); |
| } |
|
|
| { |
| auto kimi_id_special_func_tool_call = |
| simple_assist_msg("", "", "special_function", "{\"arg1\": 1}", "functions.special_function:0"); |
|
|
| |
| auto tst = peg_tester("models/templates/moonshotai-Kimi-K2.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test( |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>" |
| "{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>") |
| .tools({ special_function_tool }) |
| .expect(kimi_id_special_func_tool_call) |
| .run(); |
|
|
| |
| auto tst2 = peg_tester("models/templates/Kimi-K2-Instruct.jinja", detailed_debug); |
| tst2.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst2.test( |
| "<|tool_calls_section_begin|><|tool_call_begin|>functions.special_function:0<|tool_call_argument_begin|>" |
| "{\"arg1\": 1}<|tool_call_end|><|tool_calls_section_end|>") |
| .tools({ special_function_tool }) |
| .expect(kimi_id_special_func_tool_call) |
| .run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/LFM2-8B-A1B.jinja", detailed_debug); |
|
|
| |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| |
| tst.test("<|tool_call_start|>[special_function(arg1=1)]<|tool_call_end|>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| |
| tst.test("<|tool_call_start|>[get_time(city=\"XYZCITY\")]<|tool_call_end|>") |
| .tools({ get_time_tool }) |
| .expect(message_with_tool_calls("get_time", "{\"city\":\"XYZCITY\"}")) |
| .run(); |
|
|
| |
| tst.test("<think>I'm\nthinking</think><|tool_call_start|>[special_function(arg1=1)]<|tool_call_end|>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_thoughts) |
| .run(); |
|
|
| |
| tst.test("<|tool_call_start|>[special_function(arg1=1), special_function_with_opt(arg1=1, arg2=2)]<|tool_call_end|>") |
| .parallel_tool_calls(true) |
| .tools({ |
| special_function_tool, special_function_tool_with_optional_param |
| }) |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 1})", {} }, |
| { "special_function_with_opt", R"({"arg1": 1, "arg2": 2})", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test("<think>I need to call a function</think>" |
| "Let me check the time.<|tool_call_start|>[get_time(city=\"Paris\")]<|tool_call_end|>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ get_time_tool }) |
| .expect(message_with_reasoning_content_and_multiple_tool_calls( |
| "I need to call a function", "Let me check the time.", { { "get_time", "{\"city\":\"Paris\"}" } } |
| )) |
| .run(); |
|
|
| |
| tst.test("<|tool_call_start|>[python(code=\"def hello():\\n print('hey')\")]<|tool_call_end|>") |
| .tools({ python_tool }) |
| .expect_tool_calls({ |
| { "python", R"#({"code": "def hello():\\n print('hey')"})#", "" } |
| }) |
| .run(); |
|
|
| |
| tst.test("<|tool_call_start|>[special_function(arg1=") |
| .tools({ special_function_tool }) |
| .is_partial(true) |
| .expect(simple_assist_msg("", "", "special_function", "{\"arg1\": ")) |
| .run(); |
|
|
| |
| tst.test("<|tool_call_start|>[empty_args()]<|tool_call_end|>") |
| .tools({ empty_args_tool }) |
| .expect(simple_assist_msg("", "", "empty_args", "{}")) |
| .run(); |
| } |
|
|
| |
| |
| { |
| auto tst = peg_tester("models/templates/Apertus-8B-Instruct.jinja", detailed_debug); |
| tst.test("<|tools_prefix|>[{\"special_function\": {\"arg1\": 1}}]<|tools_suffix|>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| |
| { |
| auto tst = peg_tester("models/templates/MiniMax-M2.jinja", detailed_debug); |
| tst.test( |
| "<minimax:tool_call>\n<invoke name=\"special_function\">\n<parameter " |
| "name=\"arg1\">1</parameter>\n</invoke>\n</minimax:tool_call>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| |
| { |
| auto tst = peg_tester("models/templates/NVIDIA-Nemotron-Nano-v2.jinja", detailed_debug); |
| tst.test("<TOOLCALL>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]</TOOLCALL><SPECIAL_12>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja", detailed_debug); |
| tst.test("<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>").expect(message_assist).run(); |
| tst.test( |
| "<|START_THINKING|>I'm\nthinking<|END_THINKING|>" |
| "<|START_ACTION|>[\n" |
| " {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n" |
| "]<|END_ACTION|>") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ special_function_tool }) |
| .expect(message_assist_thoughts_call_idx) |
| .run(); |
| } |
| |
| { |
| auto tst = peg_tester("models/templates/CohereForAI-c4ai-command-r-plus-tool_use.jinja", detailed_debug); |
| tst.test("<|CHATBOT_TOKEN|>Hello, world!\nWhat's up?<|END_OF_TURN_TOKEN|>").expect(message_assist).run(); |
| |
| tst.test( |
| "Action:\n" |
| "```json\n" |
| "[{\"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}]\n" |
| "```") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/mistralai-Mistral-Nemo-Instruct-2407.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("[TOOL_CALLS][{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}, \"id\": \"123456789\"}]") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_id) |
| .run(); |
| } |
| { |
| auto tst = peg_tester("models/templates/meetkai-functionary-medium-v3.1.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("<function=special_function>{\"arg1\": 1}</function>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
| |
| { |
| auto tst = peg_tester("models/templates/meetkai-functionary-medium-v3.2.jinja", detailed_debug); |
| tst.test(">>>all\nHello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test(">>>special_function\n{\"arg1\": 1}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/fireworks-ai-llama-3-firefunction-v2.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test(" functools[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| |
| { |
| auto tst = peg_tester("models/templates/deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?") |
| .enable_thinking(true) |
| .expect(message_assist) |
| .run(); |
| tst.test("I'm\nthinking</think>Hello, world!\nWhat's up?") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .expect(message_assist_thoughts) |
| .run(); |
| } |
| |
| { |
| auto tst = peg_tester("models/templates/llama-cpp-deepseek-r1.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("I'm\nthinking</think>Hello, world!\nWhat's up?") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .expect(message_assist_thoughts) |
| .run(); |
| tst.test( |
| "<|tool▁calls▁begin|><|tool▁call▁begin|>function<|tool▁sep|>special_function\n" |
| "```json\n{\"arg1\": 1}```<|tool▁call▁end|><|tool▁calls▁end|>") |
| .tools({ special_function_tool }) |
| .parallel_tool_calls(true) |
| .expect(message_assist_call) |
| .run(); |
| } |
| |
| |
| { |
| auto tst = peg_tester("models/templates/deepseek-ai-DeepSeek-R1-Distill-Qwen-32B.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").enable_thinking(true).expect(message_assist).run(); |
| tst.test("I'm\nthinking</think>Hello, world!\nWhat's up?") |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .expect(message_assist_thoughts) |
| .run(); |
| tst.test( |
| "<|tool▁calls▁begin|><|tool▁call▁begin|>function<|tool▁sep|>special_function\n" |
| "```json\n{\"arg1\": 1}```<|tool▁call▁end|><|tool▁calls▁end|>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| for (const auto & path : |
| { "models/templates/MiMo-VL.jinja", "models/templates/NousResearch-Hermes-3-Llama-3.1-8B-tool_use.jinja", |
| "models/templates/Qwen-Qwen2.5-7B-Instruct.jinja" }) { |
| auto tst = peg_tester(path, detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("<tool_call>\n{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n</tool_call>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/unsloth-Apriel-1.5.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("<tool_calls>[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]</tool_calls>") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/Apriel-1.6-15b-Thinker-fixed.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| |
| tst.test("I'm\nthinking\n[BEGIN FINAL RESPONSE]\nHello, world!\nWhat's up?") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .expect(message_assist_thoughts) |
| .run(); |
|
|
| |
| tst.test( |
| "I'm\nthinking\n[BEGIN FINAL RESPONSE]\n<tool_calls>[{\"name\": \"special_function\", \"arguments\": " |
| "{\"arg1\": 1}}]</tool_calls>") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_thoughts) |
| .run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/Mistral-Small-3.2-24B-Instruct-2506.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("[TOOL_CALLS]special_function[CALL_ID]123456789[ARGS]{\"arg1\": 1}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_id) |
| .run(); |
| } |
| |
| { |
| auto tst = peg_tester("models/templates/unsloth-mistral-Devstral-Small-2507.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("[TOOL_CALLS]special_function[ARGS]{\"arg1\": 1}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
| tst.test("Hello, world!\nWhat's up?[TOOL_CALLS]special_function[ARGS]{\"arg1\": 1}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_content) |
| .run(); |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/meta-llama-Llama-3.1-8B-Instruct.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").tools({ special_function_tool }).expect(message_assist).run(); |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/meta-llama-Llama-3.2-3B-Instruct.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").tools({ special_function_tool }).expect(message_assist).run(); |
| } |
|
|
| { |
| |
| auto tst = peg_tester("models/templates/meta-llama-Llama-3.3-70B-Instruct.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").tools({ python_tool }).expect(message_assist).run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/openai-gpt-oss-120b.jinja", detailed_debug); |
|
|
| |
| tst.test("<|channel|>final<|message|>Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| |
| tst.test("<|channel|>commentary<|message|>Hello, world!\nWhat's up?").expect(message_assist).run(); |
|
|
| |
| tst.test( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|><|start|>assistant<|channel|>final<|message|>Hello, world!\nWhat's " |
| "up?") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .expect(message_assist_thoughts) |
| .run(); |
|
|
| |
| tst.test("<|channel|>analysis<|message|>I'm\nthinking") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .is_partial(true) |
| .expect_reasoning("I'm\nthinking") |
| .run(); |
|
|
| |
| tst.test(" to=functions.special_function<|channel|>analysis<|message|>{\"arg1\": 1}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| |
| tst.test("<|channel|>analysis to=functions.special_function<|message|>{\"arg1\": 1}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| |
| tst.test(" to=functions.special_function<|channel|>analysis <|constrain|>json<|message|>{\"arg1\": 1}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| |
| tst.test("<|channel|>commentary to=functions.special_function<|message|>{\"arg1\": 1}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| |
| tst.test( |
| "<|channel|>analysis<|message|>I'm\nthinking<|end|>" |
| "<|start|>assistant to=functions.special_function<|channel|>analysis<|message|>{\"arg1\": 1}") |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_thoughts) |
| .run(); |
|
|
| |
| tst.test( |
| "<|channel|>analysis<|message|>Thinking about edit...<|end|>" |
| "<|start|>assistant<|channel|>commentary to=functions.edit <|constrain|>json" |
| "<|message|>{\"oldString\": \"if (part < railCount - 1) {\", \"newString\": \"if (part < 4) {\", \"replaceAll\": false}" |
| ) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .tools({ |
| { |
| "edit", |
| "Edit a file", |
| R"({ |
| "type": "object", |
| "properties": { |
| "oldString": { |
| "type": "string", |
| "description": "Old string to replace." |
| }, |
| "newString": { |
| "type": "string", |
| "description": "New replacement string." |
| }, |
| "replaceAll": { |
| "type": "boolean", |
| "description": "Whether to replace all occurences." |
| } |
| }, |
| "required": ["oldString", "newString"] |
| })", |
| } |
| }) |
| .expect_reasoning("Thinking about edit...") |
| .expect_tool_calls({ |
| { "edit", R"({"oldString": "if (part < railCount - 1) {", "newString": "if (part < 4) {", "replaceAll": false})", {} } |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "<|channel|>analysis<|message|>I need to output the invoice details in JSON<|end|>" |
| "<|start|>assistant<|channel|>final <|constrain|>json" |
| "<|message|>" |
| R"({"amount": 123.45, "date": "2025-12-03"})" |
| ) |
| .reasoning_format(COMMON_REASONING_FORMAT_AUTO) |
| .json_schema(invoice_schema) |
| .expect_reasoning("I need to output the invoice details in JSON") |
| .expect_content(R"({"amount": 123.45, "date": "2025-12-03"})") |
| .run(); |
| } |
|
|
| { |
| auto tst = peg_tester("models/templates/StepFun3.5-Flash.jinja", detailed_debug); |
| tst.test("I was thinking</think>\nNow I'm not."). |
| enable_thinking(true). |
| reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK). |
| expect_reasoning("I was thinking"). |
| expect_content("Now I'm not.") |
| .run(); |
|
|
| |
| tst.test( |
| "Let me call the magic tool\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=magic>\n" |
| "<parameter=name>\nfooBar\n</parameter>\n" |
| "<parameter=ref>\n5123123\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ magic_tool }) |
| .expect_reasoning("Let me call the magic tool") |
| .expect_tool_calls({ |
| { "magic", R"({"name": "fooBar", "ref": "5123123"})", {} }, |
| }) |
| .run(); |
|
|
| |
| tst.test( |
| "Let me call the special function\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=special_function>\n" |
| "<parameter=arg1>\n42555916\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ special_function_tool }) |
| .expect_reasoning("Let me call the special function") |
| .expect_tool_calls({ |
| { "special_function", R"({"arg1": 42555916})", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "Let me call the special function with opt\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=special_function_with_opt>\n" |
| "<parameter=arg1>\n42555916\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ special_function_tool_with_optional_param }) |
| .expect_reasoning("Let me call the special function with opt") |
| .expect_tool_calls({ |
| { "special_function_with_opt", R"({"arg1": 42555916})", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "Let me call the magic_int function\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=magic_int>\n" |
| "<parameter=ref>\n42555916\n</parameter>\n" |
| "<parameter=name>\nbaz\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ magic_int_tool }) |
| .expect_reasoning("Let me call the magic_int function") |
| .expect_tool_calls({ |
| { "magic_int", R"({"ref": 42555916, "name": "baz"})", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "Call string_param with empty text\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=string_param>\n" |
| "<parameter=text>\n\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ string_param_tool }) |
| .expect_reasoning("Call string_param with empty text") |
| .expect_tool_calls({ |
| { "string_param", R"({"text": ""})", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "Test simple quoted unquoted\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=quoted_unquoted>\n" |
| "<parameter=quoted>\n\"foo\"\n</parameter>\n" |
| "<parameter=unquoted>\nfoo\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ quoted_unquoted_tool }) |
| .expect_reasoning("Test simple quoted unquoted") |
| .expect_tool_calls({ |
| { "quoted_unquoted", R"({"quoted": "\"foo\"", "unquoted": "foo"})", {} }, |
| }) |
| .run(); |
|
|
| tst.test( |
| "Test complex quoted unquoted\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=quoted_unquoted>\n" |
| "<parameter=quoted>\n\"printf(\\\"foo\\\");\"\n</parameter>\n" |
| "<parameter=unquoted>\nprintf(\"foo\");\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ quoted_unquoted_tool }) |
| .expect_reasoning("Test complex quoted unquoted") |
| .expect_tool_calls({ |
| { "quoted_unquoted", R"({ "quoted" : "\"printf(\\\"foo\\\");\"", "unquoted": "printf(\"foo\");" })", {} } |
| }) |
| .run(); |
|
|
| tst.test( |
| "Test negative number\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=magic_int>\n" |
| "<parameter=ref>\n-14\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ magic_int_tool }) |
| .expect_reasoning("Test negative number") |
| .expect_tool_calls({ |
| { "magic_int", R"({ "ref" : -14 })", {} } |
| }) |
| .run(); |
|
|
| tst.test( |
| "Test decimal number\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=amount>\n" |
| "<parameter=orig>\n3.14\n</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ amount_tool }) |
| .expect_reasoning("Test decimal number") |
| .expect_tool_calls({ |
| { "amount", R"({ "orig" : 3.14 })", {} } |
| }) |
| .run(); |
|
|
| tst.test( |
| "Test imaginary number\n" |
| "</think>\n" |
| "<tool_call>\n" |
| "<function=imaginary_number>\n" |
| "<parameter=number>\n" |
| "{ \"real\": 3.14, \"imaginary\": 2.71 }\n" |
| "</parameter>\n" |
| "</function>\n" |
| "</tool_call>") |
| .enable_thinking(true) |
| .reasoning_format(COMMON_REASONING_FORMAT_DEEPSEEK) |
| .tools({ imaginary_number_tool }) |
| .expect_reasoning("Test imaginary number") |
| .expect_tool_calls({ |
| { "imaginary_number", R"({ "number" : {"real":3.14,"imaginary":2.71 } })", {} } |
| }) |
| .run(); |
|
|
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/GigaChat3-10B-A1.8B.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("<|message_sep|>\n\nfunction call<|role_sep|>\n{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| tst.test( |
| "Hello, world!\nWhat's up?" |
| "<|message_sep|>\n\nfunction call<|role_sep|>\n{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}" |
| ) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_content) |
| .run(); |
| } |
|
|
| |
| { |
| auto tst = peg_tester("models/templates/GigaChat3.1-10B-A1.8B.jinja", detailed_debug); |
| tst.test("Hello, world!\nWhat's up?").expect(message_assist).run(); |
| tst.test("<|function_call|>{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}") |
| .tools({ special_function_tool }) |
| .expect(message_assist_call) |
| .run(); |
|
|
| tst.test( |
| "Hello, world!\nWhat's up?" |
| "<|function_call|>{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}" |
| ) |
| .tools({ special_function_tool }) |
| .expect(message_assist_call_content) |
| .run(); |
| } |
| } |
|
|
| |
| static void test_developer_role_to_system_workaround() { |
| LOG_DBG("%s\n", __func__); |
|
|
| |
| const std::string mock_template = |
| "{%- for message in messages -%}\n" |
| " {{- '<|' + message.role + '|>' + message.content + '<|end|>' -}}\n" |
| "{%- endfor -%}\n" |
| "{%- if add_generation_prompt -%}\n" |
| " {{- '<|assistant|>' -}}\n" |
| "{%- endif -%}"; |
|
|
| auto tmpls = common_chat_templates_ptr(common_chat_templates_init( nullptr, mock_template)); |
|
|
| |
| |
| { |
| common_chat_templates_inputs inputs; |
| common_chat_msg developer_msg; |
| developer_msg.role = "developer"; |
| developer_msg.content = "You are a helpful developer assistant."; |
| inputs.messages = { developer_msg }; |
| inputs.add_generation_prompt = false; |
|
|
| auto params = common_chat_templates_apply(tmpls.get(), inputs); |
|
|
| |
| if (params.prompt.find("<|developer|>") != std::string::npos) { |
| throw std::runtime_error("Test failed: developer role was not changed to system"); |
| } |
| if (params.prompt.find("<|system|>You are a helpful developer assistant.<|end|>") == std::string::npos) { |
| throw std::runtime_error("Test failed: system message not found in output"); |
| } |
| LOG_ERR("Test 1 passed: developer role changed to system\n"); |
| } |
| } |
|
|
| static void test_msg_diffs_compute() { |
| LOG_DBG("%s\n", __func__); |
| { |
| common_chat_msg msg1; |
|
|
| common_chat_msg msg2; |
| msg2.content = "Hello, world!"; |
|
|
| common_chat_msg_diff diff; |
| diff.content_delta = "Hello, world!"; |
|
|
| assert_equals({ diff }, common_chat_msg_diff::compute_diffs(msg1, msg2)); |
| } |
| { |
| common_chat_msg msg1; |
| msg1.content = "Hello,"; |
|
|
| common_chat_msg msg2; |
| msg2.content = "Hello, world!"; |
|
|
| common_chat_msg_diff diff; |
| diff.content_delta = " world!"; |
|
|
| assert_equals({ diff }, common_chat_msg_diff::compute_diffs(msg1, msg2)); |
| } |
| { |
| common_chat_msg msg0; |
|
|
| common_chat_msg msg1; |
| msg1.tool_calls = { |
| { "special_function", "{\"ar", "123" } |
| }; |
|
|
| common_chat_msg msg2; |
| msg2.tool_calls = { |
| { "special_function", "{\"arg1\": 1}", "123" } |
| }; |
|
|
| common_chat_msg_diff diff01; |
| diff01.tool_call_index = 0; |
| diff01.tool_call_delta.name = "special_function"; |
| diff01.tool_call_delta.id = "123"; |
| diff01.tool_call_delta.arguments = "{\"ar"; |
|
|
| assert_equals({ diff01 }, common_chat_msg_diff::compute_diffs(msg0, msg1)); |
|
|
| common_chat_msg_diff diff12; |
| diff12.tool_call_index = 0; |
| |
| diff12.tool_call_delta.arguments = "g1\": 1}"; |
|
|
| assert_equals({ diff12 }, common_chat_msg_diff::compute_diffs(msg1, msg2)); |
| } |
| { |
| common_chat_msg msg0; |
|
|
| common_chat_msg msg2; |
| msg2.tool_calls = { |
| { "f1", "{\"arg1\": 1}", "123" }, |
| { "f2", "{\"arg2\": 2}", "222" }, |
| }; |
|
|
| common_chat_msg_diff diff1; |
| diff1.tool_call_index = 0; |
| diff1.tool_call_delta.name = "f1"; |
| diff1.tool_call_delta.id = "123"; |
| diff1.tool_call_delta.arguments = "{\"arg1\": 1}"; |
|
|
| common_chat_msg_diff diff2; |
| diff2.tool_call_index = 1; |
| diff2.tool_call_delta.name = "f2"; |
| diff2.tool_call_delta.id = "222"; |
| diff2.tool_call_delta.arguments = "{\"arg2\": 2}"; |
|
|
| assert_equals({ diff1, diff2 }, common_chat_msg_diff::compute_diffs(msg0, msg2)); |
| } |
| } |
|
|
| int main(int argc, char ** argv) { |
| bool detailed_debug = false; |
| bool only_run_filtered = false; |
|
|
| |
| for (int i = 1; i < argc; i++) { |
| std::string arg = argv[i]; |
| if (arg == "--template" && i + 1 < argc) { |
| g_template_filter = argv[++i]; |
| |
| only_run_filtered = true; |
| } |
| if (arg == "--detailed") { |
| detailed_debug = true; |
| common_log_set_verbosity_thold(999); |
| } |
| } |
|
|
| if (only_run_filtered) { |
| test_template_output_peg_parsers(detailed_debug); |
| std::cout << "\n[chat] All template tests passed!" << '\n'; |
| return 0; |
| } |
|
|
| #ifndef _WIN32 |
| if (argc > 1) { |
| common_chat_templates_inputs inputs; |
| common_chat_msg msg; |
| msg.role = "user"; |
| msg.content = "Hey"; |
| inputs.messages = { msg }; |
| inputs.tools = { special_function_tool }; |
|
|
| std::cout << "| Template | Format |\n"; |
| std::cout << "|----------|--------|\n"; |
|
|
| for (int i = 1; i < argc; i++) { |
| try { |
| std::string path = argv[i]; |
| if (path.rfind(".jinja") != path.size() - 6) { |
| std::cerr << "Skipping non-jinja file: " << path << '\n'; |
| continue; |
| } |
| auto tmpls = read_templates(path); |
| auto parts = string_split(path, "/"); |
| const auto & name = parts[parts.size() - 1]; |
| const auto * format = common_chat_format_name(common_chat_templates_apply(tmpls.get(), inputs).format); |
| std::cout << "| " << name << " | " << format << " |\n"; |
| } catch (const std::exception & e) { |
| std::cerr << "Failed to process " << argv[i] << ": " << e.what() << '\n'; |
| } |
| } |
| } else |
| #endif |
| { |
| test_msg_diffs_compute(); |
| test_msgs_oaicompat_json_conversion(); |
| test_tools_oaicompat_json_conversion(); |
| test_developer_role_to_system_workaround(); |
| test_template_output_peg_parsers(detailed_debug); |
| std::cout << "\n[chat] All tests passed!" << '\n'; |
| } |
| return 0; |
| } |
|
|