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https://github.com/ggml-org/llama.cpp.git
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7f4fbe5183
* llama : allow building all tests on windows when not using shared libraries * add static windows build to ci * tests : enable debug logs for test-chat --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
1479 lines
65 KiB
C++
1479 lines
65 KiB
C++
// Tests chat handling, including grammar generation and parsing for tool calling, for various templates.
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//
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// Also acts as a CLI to generate a Markdown summary of the formats of Jinja templates,
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// e.g. given Minja (http://github.com/google/minja) checked out in parent dir:
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//
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// cmake -B build && cmake --build build --parallel && ./build/bin/test-chat ../minja/build/tests/*.jinja 2>/dev/null
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//
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#include "chat.h"
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#include "log.h"
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#include "../src/unicode.h"
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#include "../src/llama-grammar.h"
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#include <nlohmann/json.hpp>
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#include <fstream>
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#include <iostream>
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#include <string>
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using json = nlohmann::ordered_json;
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static std::ostream & operator<<(std::ostream & os, const common_chat_msg_diff & diff) {
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os << "{ content_delta: " << diff.content_delta << "; ";
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os << "reasoning_content_delta: " << diff.reasoning_content_delta << "; ";
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if (diff.tool_call_index != std::string::npos) {
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os << "tool_call_index: " << diff.tool_call_index << "; ";
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os << "tool_call_delta.name: " << diff.tool_call_delta.name << "; ";
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os << "tool_call_delta.id: " << diff.tool_call_delta.id << "; ";
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os << "tool_call_delta.arguments: " << diff.tool_call_delta.arguments << "; ";
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}
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os << "}";
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return os;
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}
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// operator<< for vector<common_chat_msg_diff>:
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static std::ostream & operator<<(std::ostream & os, const std::vector<common_chat_msg_diff> & diffs) {
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os << "[\n";
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for (const auto & diff : diffs) {
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os << " " << diff << ",\n";
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}
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os << "]";
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return os;
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}
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static std::ostream & operator<<(std::ostream & os, const common_chat_msg & msg) {
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os << "{ role: " << msg.role << "; ";
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os << "content: " << msg.content << "; ";
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os << "content_parts: [\n";
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for (const auto & part : msg.content_parts) {
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os << " { type: " << part.type << "; text: " << part.text << " },\n";
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}
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os << "]; ";
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os << "reasoning_content: " << msg.reasoning_content << "; ";
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os << "tool_calls: [\n";
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for (const auto & tool_call : msg.tool_calls) {
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os << " { name: " << tool_call.name << "; arguments: " << tool_call.arguments << "; id: " << tool_call.id << " },\n";
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}
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os << "]";
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os << "}";
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return os;
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}
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template <class T> static bool equals(const T & expected, const T & actual) {
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return expected == actual;
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}
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static common_chat_msg normalize(const common_chat_msg & msg) {
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common_chat_msg normalized = msg;
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for (auto & tool_call : normalized.tool_calls) {
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try {
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tool_call.arguments = json::parse(tool_call.arguments).dump();
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} catch (const std::exception &) {
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// Do nothing
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}
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}
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return normalized;
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}
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template <>
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bool equals(const common_chat_msg & expected, const common_chat_msg & actual) {
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return normalize(expected) == normalize(actual);
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}
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template <class T> static void assert_equals(const T & expected, const T & actual) {
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if (!equals(expected, actual)) {
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std::cerr << "Expected: " << expected << std::endl;
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std::cerr << "Actual: " << actual << std::endl;
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std::cerr << std::flush;
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throw std::runtime_error("Test failed");
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}
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}
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static std::string read_file(const std::string & path) {
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std::cerr << "# Reading: " << path << '\n' << std::flush;
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std::ifstream fs(path, std::ios_base::binary);
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if (!fs.is_open()) {
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fs = std::ifstream("../" + path, std::ios_base::binary);
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if (!fs.is_open()) {
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throw std::runtime_error("Failed to open file: " + path);
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}
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}
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fs.seekg(0, std::ios_base::end);
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auto size = fs.tellg();
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fs.seekg(0);
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std::string out;
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out.resize(static_cast<size_t>(size));
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fs.read(out.data(), static_cast<std::streamsize>(size));
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return out;
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}
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static common_chat_templates_ptr read_templates(const std::string & path) {
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return common_chat_templates_ptr(common_chat_templates_init(/* model= */ nullptr, read_file(path)));
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}
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static std::unique_ptr<llama_grammar> build_grammar(const std::string & grammar_str) {
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return std::unique_ptr<llama_grammar>(
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llama_grammar_init_impl(nullptr, grammar_str.c_str(), "root", false, nullptr, 0, nullptr, 0));
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}
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// TODO: extract to common helper (copied from test-grammar-integration.cpp)
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static bool match_string(const std::string & input, llama_grammar * grammar) {
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const auto cpts = unicode_cpts_from_utf8(input);
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auto & stacks_cur = llama_grammar_get_stacks(grammar);
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for (const auto & cpt : cpts) {
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llama_grammar_accept(grammar, cpt);
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if (stacks_cur.empty()) {
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// no stacks means that the grammar failed to match at this point
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return false;
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}
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}
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if (std::any_of(stacks_cur.begin(), stacks_cur.end(), [](const auto & stack) { return stack.empty(); })) {
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// An empty stack means that the grammar has been completed
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return true;
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}
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return false;
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}
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static std::string renormalize_json(const std::string & json_str) {
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try {
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auto json_obj = json::parse(json_str);
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return json_obj.dump();
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} catch (const std::exception & e) {
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std::cerr << "Failed to parse JSON: " << e.what() << '\n';
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return json_str;
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}
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}
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static void assert_msg_equals(const common_chat_msg & expected, const common_chat_msg & actual) {
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assert_equals(expected.role, actual.role);
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assert_equals(expected.content, actual.content);
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assert_equals(expected.content_parts.size(), actual.content_parts.size());
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for (size_t i = 0; i < expected.content_parts.size(); i++) {
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const auto & expected_part = expected.content_parts[i];
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const auto & actual_part = actual.content_parts[i];
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assert_equals(expected_part.type, actual_part.type);
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assert_equals(expected_part.text, actual_part.text);
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}
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assert_equals(expected.reasoning_content, actual.reasoning_content);
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assert_equals(expected.tool_calls.size(), actual.tool_calls.size());
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for (size_t i = 0; i < expected.tool_calls.size(); i++) {
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const auto & expected_tool_call = expected.tool_calls[i];
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const auto & actual_tool_call = actual.tool_calls[i];
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assert_equals(expected_tool_call.name, actual_tool_call.name);
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assert_equals(renormalize_json(expected_tool_call.arguments), renormalize_json(actual_tool_call.arguments));
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assert_equals(expected_tool_call.id, actual_tool_call.id);
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}
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}
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common_chat_tool special_function_tool {
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/* .name = */ "special_function",
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/* .description = */ "I'm special",
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/* .parameters = */ R"({
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"type": "object",
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"properties": {
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"arg1": {
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"type": "integer",
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"description": "The arg."
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}
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},
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"required": ["arg1"]
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})",
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};
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common_chat_tool python_tool {
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/* .name = */ "python",
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/* .description = */ "an ipython interpreter",
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/* .parameters = */ R"({
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"type": "object",
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"properties": {
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"code": {
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"type": "string",
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"description": "Python code to execute."
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}
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},
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"required": ["code"]
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})",
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};
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common_chat_tool code_interpreter_tool {
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/* .name = */ "code_interpreter",
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/* .description = */ "an ipython interpreter",
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/* .parameters = */ R"({
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"type": "object",
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"properties": {
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"code": {
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"type": "string",
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"description": "Python code to execute."
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}
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},
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"required": ["code"]
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})",
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};
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std::vector<common_chat_tool> tools { special_function_tool, python_tool };
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std::vector<common_chat_tool> llama_3_1_tools { special_function_tool, code_interpreter_tool };
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struct delta_data {
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std::string delta;
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common_chat_params params;
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};
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static delta_data init_delta(const struct common_chat_templates * tmpls, const std::vector<std::string> & end_tokens,
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const common_chat_msg & user_message,
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const common_chat_msg & delta_message,
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const std::vector<common_chat_tool> & tools,
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const common_chat_tool_choice & tool_choice) {
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common_chat_templates_inputs inputs;
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inputs.parallel_tool_calls = true;
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inputs.messages.push_back(user_message);
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inputs.tools = tools;
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inputs.tool_choice = tool_choice;
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auto params_prefix = common_chat_templates_apply(tmpls, inputs);
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inputs.messages.push_back(delta_message);
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inputs.add_generation_prompt = false;
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auto params_full = common_chat_templates_apply(tmpls, inputs);
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std::string prefix = params_prefix.prompt;
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std::string full = params_full.prompt;
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if (full == prefix) {
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throw std::runtime_error("Full message is the same as the prefix");
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}
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size_t common_prefix_length = 0;
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for (size_t i = 0; i < prefix.size() && i < full.size(); ++i) {
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if (prefix[i] != full[i]) {
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break;
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}
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if (prefix[i] == '<') {
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// DeepSeek R1's template (as of 20250209) adds a trailing <think> if add_generation_prompt,
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// but it removes thinking tags for past messages.
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// The prefix and full strings diverge at <think> vs. <｜tool▁calls▁begin｜>, we avoid consuming the leading <.
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continue;
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}
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common_prefix_length = i + 1;
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}
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auto delta = full.substr(common_prefix_length);
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// Strip end tokens
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for (const auto & end_token : end_tokens) {
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// rfind to find the last occurrence
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auto pos = delta.rfind(end_token);
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if (pos != std::string::npos) {
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delta = delta.substr(0, pos);
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break;
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}
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}
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return { delta, params_full };
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}
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/*
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Applies the template to 1 user message w/ add_generation_prompt=true, then w/ the test message w/ add_generation_prompt=false,
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gets the diff, removes any end tokens and parses the result w/ the grammar, checking that
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the parsed message is the same as the test_message
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*/
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static void test_templates(const struct common_chat_templates * tmpls, const std::vector<std::string> & end_tokens,
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const common_chat_msg & test_message,
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const std::vector<common_chat_tool> & tools = {},
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const std::string & expected_delta = "",
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bool expect_grammar_triggered = true,
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bool test_grammar_if_triggered = true,
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common_reasoning_format reasoning_format = COMMON_REASONING_FORMAT_NONE) {
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common_chat_msg user_message;
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user_message.role = "user";
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user_message.content = "Hello, world!";
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for (const auto & tool_choice : std::vector<common_chat_tool_choice> {COMMON_CHAT_TOOL_CHOICE_AUTO, COMMON_CHAT_TOOL_CHOICE_REQUIRED}) {
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auto data = init_delta(tmpls, end_tokens, user_message, test_message, tools, tool_choice);
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if (!expected_delta.empty()) {
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assert_equals(expected_delta, data.delta);
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}
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if (expect_grammar_triggered) {
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common_chat_syntax syntax;
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syntax.format = data.params.format;
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syntax.reasoning_format = reasoning_format;
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const auto msg = common_chat_parse(data.delta, /* is_partial= */ false, syntax);
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assert_msg_equals(test_message, msg);
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}
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if (!test_message.tool_calls.empty()) {
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GGML_ASSERT(!data.params.grammar.empty());
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}
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if (!data.params.grammar.empty()) {
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auto grammar = build_grammar(data.params.grammar);
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if (!grammar) {
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throw std::runtime_error("Failed to build grammar");
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}
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auto earliest_trigger_pos = std::string::npos;
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auto constrained = data.delta;
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for (const auto & trigger : data.params.grammar_triggers) {
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size_t pos = std::string::npos;
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std::smatch match;
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switch (trigger.type) {
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case COMMON_GRAMMAR_TRIGGER_TYPE_WORD:
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{
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const auto & word = trigger.value;
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pos = constrained.find(word);
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break;
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}
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case COMMON_GRAMMAR_TRIGGER_TYPE_PATTERN:
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{
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const auto & pattern = trigger.value;
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if (std::regex_search(constrained, match, std::regex(pattern))) {
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pos = match.position(1);
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}
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break;
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}
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case COMMON_GRAMMAR_TRIGGER_TYPE_PATTERN_FULL:
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{
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const auto & pattern = trigger.value;
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if (std::regex_match(constrained, match, std::regex(pattern))) {
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auto mpos = std::string::npos;
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for (size_t i = 1; i < match.size(); ++i) {
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if (match[i].length() > 0) {
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mpos = match.position(i);
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break;
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}
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}
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if (mpos == std::string::npos) {
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mpos = match.position(0);
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}
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pos = mpos;
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}
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break;
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}
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default:
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throw std::runtime_error("Unknown trigger type");
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}
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if (pos == std::string::npos) {
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continue;
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}
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if (earliest_trigger_pos == std::string::npos || pos < earliest_trigger_pos) {
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earliest_trigger_pos = pos;
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}
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}
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auto grammar_triggered = false;
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if (earliest_trigger_pos != std::string::npos) {
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constrained = constrained.substr(earliest_trigger_pos);
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grammar_triggered = true;
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}
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if (data.params.grammar_lazy) {
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assert_equals(expect_grammar_triggered, grammar_triggered);
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}
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if (grammar_triggered && test_grammar_if_triggered && !match_string(constrained, grammar.get())) {
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throw std::runtime_error("Failed to match delta against grammar:\n\n" + data.delta +
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"\n\nConstrained: " + constrained +
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"\n\nGrammar: " + data.params.grammar);
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}
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}
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}
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}
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const common_chat_msg message_user {
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"user",
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"Hey there!",
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/* .content_parts = */ {},
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/* .tool_calls = */ {},
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/* .reasoning_content = */ "",
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/* .tool_name = */ "",
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/* .tool_call_id = */ "",
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};
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const common_chat_msg message_user_parts {
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"user",
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/* .content = */ "",
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/* .content_parts = */ {
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{ "text", "Hey" },
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{ "text", "there" },
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},
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/* .tool_calls = */ {},
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/* .reasoning_content = */ "",
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/* .tool_name = */ "",
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/* .tool_call_id = */ "",
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};
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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 = "") {
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common_chat_msg msg;
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msg.role = "assistant";
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msg.content = content;
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msg.reasoning_content = reasoning_content;
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if (!tool_name.empty()) {
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msg.tool_calls.push_back({ tool_name, arguments, id });
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}
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return msg;
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}
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const common_chat_msg message_assist = simple_assist_msg("Hello, world!\nWhat's up?");
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const common_chat_msg message_assist_empty = simple_assist_msg("");
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const common_chat_msg message_assist_thoughts_unparsed_deepseek = simple_assist_msg("<think>I'm\nthinking</think>Hello, world!\nWhat's up?");
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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{}```");
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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{}");
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const common_chat_msg message_assist_thoughts_unparsed_r7b = simple_assist_msg("<|START_THINKING|>I'm\nthinking<|END_THINKING|>Hello, world!\nWhat's up?");
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const common_chat_msg message_assist_thoughts = simple_assist_msg("Hello, world!\nWhat's up?", "I'm\nthinking");
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const common_chat_msg message_assist_thoughts_unopened_unparsed = simple_assist_msg("I'm\nthinking</think>Hello, world!\nWhat's up?");
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const common_chat_msg message_assist_thoughts_no_content = simple_assist_msg("", "I'm\nthinking");
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const common_chat_msg message_assist_call = simple_assist_msg("", "", "special_function", "{\"arg1\": 1}");
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const common_chat_msg message_assist_call_content = simple_assist_msg("Hello, world!\nWhat's up?", "", "special_function", "{\"arg1\":1}");
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const common_chat_msg message_assist_call_empty_args = simple_assist_msg("", "", "special_function");
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const common_chat_msg message_assist_call_cutoff_args = simple_assist_msg("", "", "special_function", "{\"arg");
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const common_chat_msg message_assist_call_thoughts = simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\":1}");
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const common_chat_msg message_assist_call_thoughts_unparsed = simple_assist_msg("<think>I'm\nthinking</think>\n\n", "", "special_function", "{\"arg1\": 1}");
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const common_chat_msg message_assist_call_id = simple_assist_msg("", "", "special_function", "{\"arg1\":1}", /* .id = */ "123456789");
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const common_chat_msg message_assist_call_idx = simple_assist_msg("", "", "special_function", "{\"arg1\":1}", /* .id = */ "0");
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const common_chat_msg message_assist_thoughts_call_idx = simple_assist_msg("", "I'm\nthinking", "special_function", "{\"arg1\": 1}", /* id = */ "0");
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const common_chat_msg message_assist_call_python = simple_assist_msg("", "", "python", "{\"code\":\"print('hey')\"}");
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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_call_code_interpreter = simple_assist_msg("", "", "code_interpreter", "{\"code\":\"print('hey')\"}");
|
||
|
||
static void test_msgs_oaicompat_json_conversion() {
|
||
printf("[%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_id,
|
||
message_assist_call_idx,
|
||
message_assist_call_python,
|
||
message_assist_call_code_interpreter,
|
||
};
|
||
for (const auto & msg : msgs) {
|
||
auto oai_json = common_chat_msgs_to_json_oaicompat<json>({msg});
|
||
auto msgs2 = common_chat_msgs_parse_oaicompat(oai_json);
|
||
assert_equals((size_t) 1, msgs2.size());
|
||
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<json>({message_user_parts}).dump(2));
|
||
|
||
assert_equals(
|
||
std::string(
|
||
"[\n"
|
||
" {\n"
|
||
" \"role\": \"assistant\",\n"
|
||
" \"content\": null,\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<json>({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() {
|
||
printf("[%s]\n", __func__);
|
||
std::vector<common_chat_tool> tools{
|
||
special_function_tool,
|
||
python_tool,
|
||
code_interpreter_tool,
|
||
};
|
||
|
||
for (const auto & tool : tools) {
|
||
auto oai_json = common_chat_tools_to_json_oaicompat<json>({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<json>({special_function_tool}).dump(2));
|
||
}
|
||
|
||
static void test_template_output_parsers() {
|
||
printf("[%s]\n", __func__);
|
||
|
||
common_chat_templates_inputs inputs_no_tools;
|
||
inputs_no_tools.messages = {message_user};
|
||
|
||
common_chat_templates_inputs inputs_tools;
|
||
inputs_tools.messages = {message_user};
|
||
inputs_tools.tools = {special_function_tool};
|
||
|
||
common_chat_templates_inputs inputs_tools_builtin;
|
||
inputs_tools_builtin.messages = {message_user};
|
||
inputs_tools_builtin.tools = {python_tool};
|
||
|
||
{
|
||
// Not supported yet
|
||
auto tmpls = read_templates("models/templates/CohereForAI-c4ai-command-r-plus-tool_use.jinja");
|
||
assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_GENERIC, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja");
|
||
std::vector<std::string> end_tokens{ "<|END_OF_TURN_TOKEN|>" };
|
||
|
||
for (const auto & inputs : { inputs_no_tools, inputs_tools }) {
|
||
auto params = common_chat_templates_apply(tmpls.get(), inputs);
|
||
assert_equals(COMMON_CHAT_FORMAT_COMMAND_R7B, params.format);
|
||
assert_equals(false, params.thinking_forced_open);
|
||
}
|
||
|
||
assert_msg_equals(message_assist,
|
||
common_chat_parse(
|
||
"Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_COMMAND_R7B}));
|
||
assert_msg_equals(message_assist,
|
||
common_chat_parse(
|
||
"<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_COMMAND_R7B}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"<|START_THINKING|>I'm\nthinking<|END_THINKING|>"
|
||
"<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_COMMAND_R7B,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts_unparsed_deepseek,
|
||
common_chat_parse(
|
||
"<|START_THINKING|>I'm\nthinking<|END_THINKING|>"
|
||
"<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_COMMAND_R7B,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ true,
|
||
/* .thinking_forced_open = */ false,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts_unparsed_r7b,
|
||
common_chat_parse(
|
||
"<|START_THINKING|>I'm\nthinking<|END_THINKING|>"
|
||
"<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_COMMAND_R7B}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"<|START_THINKING|>I'm\nthinking<|END_THINKING|>"
|
||
"<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_COMMAND_R7B,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts_call_idx,
|
||
common_chat_parse(
|
||
"<|START_THINKING|>I'm\nthinking<|END_THINKING|>"
|
||
"<|START_ACTION|>[\n"
|
||
" {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n"
|
||
"]<|END_ACTION|>",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_COMMAND_R7B,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts_no_content,
|
||
common_chat_parse(
|
||
"<|START_THINKING|>I'm\nthinking<|END_THINKING|>"
|
||
"<|START_ACTION|>[\n"
|
||
" {\"tool_call_id\": \"0\", \"tool_name\": \"special",
|
||
/* is_partial= */ true,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_COMMAND_R7B,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call_idx, tools,
|
||
"<|START_THINKING|><|END_THINKING|>"
|
||
"<|START_ACTION|>[\n"
|
||
" {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n"
|
||
"]<|END_ACTION|>",
|
||
/* expect_grammar_triggered= */ true,
|
||
/* test_grammar_if_triggered= */ true,
|
||
COMMON_REASONING_FORMAT_DEEPSEEK);
|
||
test_templates(tmpls.get(), end_tokens, message_assist, tools,
|
||
"<|START_RESPONSE|>Hello, world!\n"
|
||
"What's up?<|END_RESPONSE|>",
|
||
/* expect_grammar_triggered= */ false);
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/google-gemma-2-2b-it.jinja");
|
||
std::vector<std::string> end_tokens{ "<end_of_turn>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_GENERIC, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_GENERIC,
|
||
common_chat_templates_apply(
|
||
read_templates("models/templates/microsoft-Phi-3.5-mini-instruct.jinja").get(),
|
||
inputs_tools)
|
||
.format);
|
||
|
||
// Generic tool calls doesn't generate / parse content-only messages symmetrically.
|
||
|
||
assert_equals(
|
||
simple_assist_msg("{ \"tool_call\" : { \"name\" : \"t"),
|
||
common_chat_parse(
|
||
"{ \"tool_call\" : { \"name\" : \"t",
|
||
/* is_partial= */ true,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_GENERIC,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ false,
|
||
/* .thinking_forced_open = */ true,
|
||
/* .parse_tool_calls = */ false,
|
||
}));
|
||
assert_equals(
|
||
message_assist_empty,
|
||
common_chat_parse(
|
||
"{ \"tool_call\" : { \"name\" : \"t",
|
||
/* is_partial= */ true,
|
||
{COMMON_CHAT_FORMAT_GENERIC}));
|
||
|
||
assert_equals(
|
||
simple_assist_msg("", "", "puppeteer_screenshot", "{\"name\":\"servethehome_homepage\","),
|
||
common_chat_parse(
|
||
R"({"tool_call": {"name": "puppeteer_screenshot", "arguments": {"name": "servethehome_homepage",)",
|
||
/* is_partial= */ true,
|
||
{COMMON_CHAT_FORMAT_GENERIC}));
|
||
|
||
assert_equals(
|
||
message_assist_call_empty_args,
|
||
common_chat_parse(
|
||
"{ \"tool_call\" : { \"name\" : \"special_function\"",
|
||
/* is_partial= */ true,
|
||
{COMMON_CHAT_FORMAT_GENERIC}));
|
||
assert_equals(
|
||
message_assist_call_cutoff_args,
|
||
common_chat_parse(
|
||
"{ \"tool_call\" : { \"name\" : \"special_function\", \"arguments\" : { \"arg",
|
||
/* is_partial= */ true,
|
||
{COMMON_CHAT_FORMAT_GENERIC}));
|
||
|
||
assert_msg_equals(message_assist,
|
||
common_chat_parse(
|
||
"{\n"
|
||
" \"response\": \"Hello, world!\\nWhat's up?\"\n"
|
||
"}",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_GENERIC}));
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call_id, tools,
|
||
"{\n"
|
||
" \"tool_calls\": [\n"
|
||
" {\n"
|
||
" \"name\": \"special_function\",\n"
|
||
" \"arguments\": {\n"
|
||
" \"arg1\": 1\n"
|
||
" },\n"
|
||
" \"id\": \"123456789\"\n"
|
||
" }\n"
|
||
" ]\n"
|
||
"}");
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/mistralai-Mistral-Nemo-Instruct-2407.jinja");
|
||
std::vector<std::string> end_tokens{ "</s>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_MISTRAL_NEMO, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
test_templates(
|
||
tmpls.get(), end_tokens, message_assist_call_id, tools,
|
||
"[TOOL_CALLS][{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}, \"id\": \"123456789\"}]");
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/Qwen-QwQ-32B.jinja");
|
||
std::vector<std::string> end_tokens{ "<|im_end|>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja");
|
||
std::vector<std::string> end_tokens{ "<|im_end|>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
assert_equals(
|
||
COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
common_chat_templates_apply(
|
||
read_templates("models/templates/NousResearch-Hermes-3-Llama-3.1-8B-tool_use.jinja").get(),
|
||
inputs_tools)
|
||
.format);
|
||
assert_equals(
|
||
COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
common_chat_templates_apply(
|
||
read_templates("models/templates/Qwen-Qwen2.5-7B-Instruct.jinja").get(),
|
||
inputs_tools)
|
||
.format);
|
||
|
||
// Test parsing
|
||
assert_msg_equals(
|
||
simple_assist_msg("", "", "python", ""),
|
||
common_chat_parse(
|
||
"```json\n"
|
||
"<function_call> { \"name\" : \"python\"",
|
||
/* is_partial= */ true,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
simple_assist_msg("Let's call something\n"),
|
||
common_chat_parse(
|
||
"Let's call something\n"
|
||
"<tool_call>{\"name\"",
|
||
/* is_partial= */ true,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(
|
||
simple_assist_msg("Let's call something\n"),
|
||
common_chat_parse(
|
||
"Let's call something\n"
|
||
"<tool_call>{\"name",
|
||
/* is_partial= */ true,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_call_thoughts,
|
||
common_chat_parse(
|
||
// QwQ-32B's template adds a trailing <think> if add_generation_prompt
|
||
"I'm\nthinking</think>\n"
|
||
"<tool_call>{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}</tool_call>",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ false,
|
||
/* .thinking_forced_open = */ true,
|
||
}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<tool_call>\n"
|
||
"{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</tool_call>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(message_assist_call_content,
|
||
common_chat_parse(
|
||
"Hello, world!\nWhat's up?<tool_call>\n"
|
||
"{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</tool_call>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<function=special_function>{\"arg1\": 1}</function>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<function name=\"special_function\">\n"
|
||
"{\"arg1\": 1}\n"
|
||
"</function>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<tool>\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</tool>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<tools>\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</tools>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<response>\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</response>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"```xml\n"
|
||
"<response>\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</response>\n"
|
||
"```",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"```xml\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"```",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"```\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"```",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"```\n"
|
||
"{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"```",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"```json\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"```",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"```json\n"
|
||
"\n"
|
||
" <function_call> {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}} \n"
|
||
" </function_call> \n"
|
||
"``` ",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<json>\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</json>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<xml>\n"
|
||
" {\n"
|
||
" \"name\": \"special_function\", \"arguments\": {\"arg1\": 1}\n"
|
||
" }\n"
|
||
"</xml>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<JSON>\n"
|
||
" {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</JSON>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"{\n \"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
|
||
assert_msg_equals(
|
||
simple_assist_msg(
|
||
"This is not a tool call:",
|
||
"",
|
||
"special_function",
|
||
"{\"arg1\": 1}"),
|
||
common_chat_parse(
|
||
"This is not a tool call:\n"
|
||
"{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(message_assist,
|
||
common_chat_parse(
|
||
"Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
assert_msg_equals(message_assist_thoughts_unparsed_deepseek,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_HERMES_2_PRO}));
|
||
// assert_msg_equals(message_assist_thoughts_unparsed_deepseek,
|
||
// common_chat_parse(
|
||
// "I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
// COMMON_CHAT_FORMAT_HERMES_2_PRO));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ true,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts_unparsed_md,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n```json\n{}```",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ true,
|
||
/* .thinking_forced_open = */ false,
|
||
/* .parse_tool_calls = */ false,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts_unparsed_md_partial,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?\n```json\n{}```",
|
||
/* is_partial= */ true,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ true,
|
||
/* .thinking_forced_open = */ false,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts_unopened_unparsed,
|
||
common_chat_parse(
|
||
"I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ false,
|
||
/* .thinking_forced_open = */ true,
|
||
}));
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call, tools,
|
||
"<tool_call>\n"
|
||
"{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
|
||
"</tool_call>");
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call_python_lines, tools,
|
||
"<tool_call>\n"
|
||
"{\"name\": \"python\", \"arguments\": {\"code\":\"# This is a program:\\nprint('hey')\"}}\n"
|
||
"</tool_call>");
|
||
assert_msg_equals(
|
||
simple_assist_msg("", /* reasoning_content= */ "<tool_call>nah uhg</tool_call>"),
|
||
common_chat_parse(
|
||
"<think><tool_call>nah uhg</tool_call>",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_HERMES_2_PRO,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/meta-llama-Llama-3.1-8B-Instruct.jinja");
|
||
std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS,
|
||
common_chat_templates_apply(tmpls.get(), inputs_tools_builtin).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS,
|
||
common_chat_templates_apply(
|
||
read_templates("models/templates/meta-llama-Llama-3.3-70B-Instruct.jinja").get(),
|
||
inputs_tools_builtin)
|
||
.format);
|
||
|
||
assert_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_LLAMA_3_X}));
|
||
|
||
// test_templates(tmpls.get(), end_tokens, message_assist, tools, R"(?)", /* expect_grammar_triggered= */ false);
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call_code_interpreter, llama_3_1_tools,
|
||
"<|python_tag|>code_interpreter.call(code=\"print('hey')\")");
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call_python, tools,
|
||
"<|python_tag|>python.call(code=\"print('hey')\")");
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call, tools,
|
||
"{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}");
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/meta-llama-Llama-3.2-3B-Instruct.jinja");
|
||
std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call, tools,
|
||
"{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}");
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/meetkai-functionary-medium-v3.1.jinja");
|
||
std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY,
|
||
common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1,
|
||
common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY,
|
||
common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
|
||
for (auto is_partial : { false, true }) {
|
||
assert_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<function=special_function>{\"arg1\": 1}</function>",
|
||
is_partial,
|
||
{COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1}));
|
||
}
|
||
|
||
assert_equals(
|
||
message_assist_call,
|
||
common_chat_parse(
|
||
"<function=special_function>{\"arg1\": 1}<",
|
||
/* is_partial= */ true,
|
||
{COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1}));
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call, tools,
|
||
"<function=special_function>{\"arg1\": 1}</function>");
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/meetkai-functionary-medium-v3.2.jinja");
|
||
std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
|
||
assert_msg_equals(
|
||
simple_assist_msg(
|
||
"Hello, world!\nnono\nWhat's up?",
|
||
"",
|
||
"special_function",
|
||
"{\"arg1\": 1}"),
|
||
common_chat_parse(
|
||
"all\n"
|
||
"Hello, world!\n"
|
||
"nono\n"
|
||
"What's up?>>>special_function\n"
|
||
"{\"arg1\": 1}\n",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2}));
|
||
assert_msg_equals(message_assist_call_python_lines,
|
||
common_chat_parse(
|
||
"python\n"
|
||
"# This is a program:\n"
|
||
"print('hey')",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2}));
|
||
assert_msg_equals(message_assist_call_python_lines_unclosed,
|
||
common_chat_parse(
|
||
"python\n"
|
||
"# This is a program:\n"
|
||
"print('hey')",
|
||
/* is_partial= */ true,
|
||
{COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2}));
|
||
assert_msg_equals(message_assist_call,
|
||
common_chat_parse(
|
||
"special_function\n"
|
||
"{\"arg1\": 1} \n ",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2}));
|
||
assert_msg_equals(message_assist,
|
||
common_chat_parse(
|
||
"all\n"
|
||
"Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2}));
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist, {},
|
||
"all\n"
|
||
"Hello, world!\n"
|
||
"What's up?",
|
||
/* expect_grammar_triggered= */ false);
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call, tools,
|
||
"special_function\n"
|
||
"{\"arg1\": 1}");
|
||
}
|
||
{
|
||
auto tmpls = read_templates("models/templates/fireworks-ai-llama-3-firefunction-v2.jinja");
|
||
std::vector<std::string> end_tokens{ "<|eot_id|>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_FIREFUNCTION_V2, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call, tools,
|
||
" functools[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]");
|
||
}
|
||
{
|
||
// Original DeepSeek R1 template. Leaves <｜tool▁calls▁begin｜> and others unclosed. Our logic fixes the prompt.
|
||
auto tmpls = read_templates("models/templates/deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja");
|
||
std::vector<std::string> end_tokens{ "<｜end▁of▁sentence｜>" };
|
||
|
||
for (const auto & inputs : { inputs_no_tools, inputs_tools }) {
|
||
auto params = common_chat_templates_apply(tmpls.get(), inputs);
|
||
assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, params.format);
|
||
assert_equals(true, params.thinking_forced_open);
|
||
}
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
test_templates(tmpls.get(), end_tokens, message_assist_thoughts, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
assert_msg_equals(
|
||
simple_assist_msg("Hello, world!\nWhat's up?", "<think>I'm\nthinking"),
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ false,
|
||
/* .thinking_forced_open = */ true,
|
||
}));
|
||
assert_msg_equals(
|
||
simple_assist_msg("", "I need to remember the correct syntax. It starts with <｜tool▁calls▁begin｜> and ends with"),
|
||
common_chat_parse(
|
||
"I need to remember the correct syntax. It starts with <｜tool▁calls▁begin｜> and ends with",
|
||
/* is_partial= */ true,
|
||
{
|
||
COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ false,
|
||
/* .thinking_forced_open = */ true,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts_unopened_unparsed,
|
||
common_chat_parse(
|
||
"I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ false,
|
||
/* .thinking_forced_open = */ true,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
// Latest template update (ast of 20250209) adds a trailing <think>\n if add_generation_prompt is true.
|
||
common_chat_parse(
|
||
"I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ false,
|
||
/* .thinking_forced_open = */ true,
|
||
}));
|
||
// test_templates(tmpls.get(), end_tokens, message_assist_call, tools,
|
||
// "<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>special_function\n"
|
||
// "```json\n"
|
||
// "{\"arg1\": 1}\n"
|
||
// // Look what's not here: <｜tool▁calls▁end｜> (also missing the <｜end▁of▁sentence｜>, but that is removed lazily by the test's delta logic)
|
||
// "```<｜tool▁call▁end｜>",
|
||
// /* expect_grammar_triggered= */ true,
|
||
// /* test_grammar_if_triggered= */ false);
|
||
}
|
||
{
|
||
// Replacement DeepSeek R1 template. Makes the Distill Qwen 7B/32B models happy to call tools and all.
|
||
auto tmpls = read_templates("models/templates/llama-cpp-deepseek-r1.jinja");
|
||
std::vector<std::string> end_tokens{ "<｜end▁of▁sentence｜>" };
|
||
|
||
assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, common_chat_templates_apply(tmpls.get(), inputs_no_tools).format);
|
||
assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, common_chat_templates_apply(tmpls.get(), inputs_tools).format);
|
||
|
||
test_templates(tmpls.get(), end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
test_templates(tmpls.get(), end_tokens, message_assist_thoughts, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||
assert_msg_equals(message_assist_thoughts_unparsed_deepseek,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_DEEPSEEK_R1}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
assert_msg_equals(message_assist_thoughts,
|
||
common_chat_parse(
|
||
"I'm\nthinking</think>Hello, world!\nWhat's up?",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
/* .reasoning_in_content = */ false,
|
||
/* .thinking_forced_open = */ true,
|
||
}));
|
||
|
||
assert_msg_equals(message_assist_call_thoughts_unparsed,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>\n\n"
|
||
"<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>special_function\n"
|
||
"```json\n"
|
||
"{\"arg1\": 1}\n"
|
||
"```<｜tool▁call▁end｜><｜tool▁calls▁end｜>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_DEEPSEEK_R1}));
|
||
assert_msg_equals(message_assist_call,
|
||
common_chat_parse(
|
||
"<｜tool▁calls｜>function<｜tool▁sep｜>special_function\n"
|
||
"```json\n"
|
||
"{\"arg1\": 1}\n"
|
||
"```<｜tool▁call▁end｜><｜tool▁calls▁end｜>",
|
||
/* is_partial= */ false,
|
||
{COMMON_CHAT_FORMAT_DEEPSEEK_R1}));
|
||
|
||
assert_msg_equals(message_assist_call_thoughts,
|
||
common_chat_parse(
|
||
"<think>I'm\nthinking</think>\n\n"
|
||
"<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>special_function\n"
|
||
"```json\n"
|
||
"{\"arg1\": 1}\n"
|
||
"```<｜tool▁call▁end｜><｜tool▁calls▁end｜>",
|
||
/* is_partial= */ false,
|
||
{
|
||
/* .format = */ COMMON_CHAT_FORMAT_DEEPSEEK_R1,
|
||
/* .reasoning_format = */ COMMON_REASONING_FORMAT_DEEPSEEK,
|
||
}));
|
||
test_templates(tmpls.get(), end_tokens, message_assist_call, tools,
|
||
"<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>special_function\n"
|
||
"```json\n"
|
||
"{\"arg1\": 1}\n"
|
||
"```<｜tool▁call▁end｜><｜tool▁calls▁end｜>");
|
||
}
|
||
}
|
||
|
||
static void test_msg_diffs_compute() {
|
||
printf("[%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", /* .id = */ "123" } };
|
||
|
||
common_chat_msg msg2;
|
||
msg2.tool_calls = { { "special_function", "{\"arg1\": 1}", /* .id = */ "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;
|
||
// Note: neither id nor name change here.
|
||
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}", /* .id = */ "123" },
|
||
{ "f2", "{\"arg2\": 2}", /* .id = */ "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) {
|
||
common_log_set_verbosity_thold(999);
|
||
|
||
// try {
|
||
#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, "/");
|
||
auto name = parts[parts.size() - 1];
|
||
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_template_output_parsers();
|
||
std::cout << "\n[chat] All tests passed!" << '\n';
|
||
}
|
||
return 0;
|
||
// } catch (const std::exception & e) {
|
||
// std::cerr << "Error: " << e.what() << '\n';
|
||
// return 1;
|
||
// }
|
||
}
|