Format test-chat.cpp
This commit is contained in:
Olivier Chafik
parent
5a64af6c70
commit
f223df0271
1 changed files with 340 additions and 315 deletions
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@ -5,15 +5,15 @@
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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.hpp"
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#include "chat-template.hpp"
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#include "llama-grammar.h"
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#include "unicode.h"
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#include <fstream>
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#include <iostream>
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#include <string>
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#include <json.hpp>
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#include <string>
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#include "chat-template.hpp"
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#include "chat.hpp"
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#include "llama-grammar.h"
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#include "unicode.h"
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using json = nlohmann::ordered_json;
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@ -40,8 +40,7 @@ static common_chat_msg msg_from_json(const json & message) {
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return ret;
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}
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template <class T>
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static void assert_equals(const T & expected, const T & actual) {
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template <class T> static void assert_equals(const T & expected, const T & actual) {
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if (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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@ -69,7 +68,8 @@ static std::string read_file(const std::string &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>(llama_grammar_init_impl(nullptr, grammar_str.c_str(), "root", false, nullptr, 0, nullptr, 0));
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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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@ -175,7 +175,9 @@ struct delta_data {
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common_chat_format format;
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};
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static delta_data init_delta(const common_chat_template & tmpl, const std::vector<std::string> & end_tokens, const json & user_message, const json & delta_message, const json & tools, const json & tool_choice) {
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static delta_data init_delta(const common_chat_template & tmpl, const std::vector<std::string> & end_tokens,
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const json & user_message, const json & delta_message, const json & tools,
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const json & tool_choice) {
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common_chat_inputs inputs;
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inputs.parallel_tool_calls = true;
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inputs.messages = json::array();
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@ -220,7 +222,9 @@ static delta_data init_delta(const common_chat_template & tmpl, const std::vecto
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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_template(const common_chat_template & tmpl, const std::vector<std::string> & end_tokens, const json & test_message, const json & tools = {}, const std::string & expected_delta = "", bool skip_grammar_test = false, bool skip_parser_test = false) {
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static void test_template(const common_chat_template & tmpl, const std::vector<std::string> & end_tokens,
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const json & test_message, const json & tools = {}, const std::string & expected_delta = "",
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bool skip_grammar_test = false, bool skip_parser_test = false) {
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common_chat_msg expected_msg = msg_from_json(test_message);
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auto user_message = json{
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@ -250,7 +254,8 @@ static void test_template(const common_chat_template & tmpl, const std::vector<s
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// TODO: exercice lazy grammars + triggers here, instead of skipping the test
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if (!skip_grammar_test) {
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if (!match_string(data.delta, grammar.get())) {
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throw std::runtime_error("Failed to match delta against grammar:\n\n" + data.delta + "\n\nGrammar: " + data.grammar);
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throw std::runtime_error("Failed to match delta against grammar:\n\n" + data.delta +
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"\n\nGrammar: " + data.grammar);
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}
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}
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}
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@ -267,10 +272,7 @@ static void test_template_output_parsers() {
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{ "content", {} },
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{ "tool_calls", json{ {
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{ "type", "function" },
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{"function", {
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{"name", "special_function"},
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{"arguments", "{\"arg1\": 1}"}
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}},
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{ "function", { { "name", "special_function" }, { "arguments", "{\"arg1\": 1}" } } },
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} } }
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};
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auto tool_call_message_with_id = json::parse(tool_call_message.dump());
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@ -281,9 +283,11 @@ static void test_template_output_parsers() {
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{ "content", {} },
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{ "tool_calls", json{ {
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{ "type", "function" },
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{"function", {
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{ "function",
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{
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{ "name", "python" },
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{"arguments", {
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{ "arguments",
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{
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{ "code", "print('hey')" },
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} },
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} },
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@ -294,18 +298,21 @@ static void test_template_output_parsers() {
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{ "content", {} },
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{ "tool_calls", json{ {
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{ "type", "function" },
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{"function", {
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{ "function",
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{
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{ "name", "code_interpreter" },
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{"arguments", {
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{ "arguments",
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{
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{ "code", "print('hey')" },
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} },
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} },
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} } }
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};
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common_chat_inputs inputs_no_tools;
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inputs_no_tools.messages = {{{"role", "user"}, {"content", "Hey"}}};
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inputs_no_tools.messages = {
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{ { "role", "user" }, { "content", "Hey" } }
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};
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common_chat_inputs inputs_tools = inputs_no_tools;
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inputs_tools.tools = json::array();
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@ -315,114 +322,131 @@ static void test_template_output_parsers() {
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inputs_tools_builtin.tools = json::array();
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inputs_tools_builtin.tools.push_back(python_tool);
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// {
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// const common_chat_template tmpl(read_file(
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// "models/templates/google-gemma-2-2b-it.jinja"), "<s>", "</s>");
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// std::vector<std::string> end_tokens { "<end_of_turn>" };
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// assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_params_init(tmpl, inputs_no_tools).format);
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// assert_equals(COMMON_CHAT_FORMAT_GENERIC, common_chat_params_init(tmpl, inputs_tools).format);
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// assert_equals(COMMON_CHAT_FORMAT_GENERIC, common_chat_params_init(common_chat_template(read_file(
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// "models/templates/microsoft-Phi-3.5-mini-instruct.jinja"), "<s>", "</s>"), inputs_tools).format);
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// // Generic tool calls doesn't generate / parse content-only messages symmetrically.
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// assert_msg_equals(msg_from_json(text_message), common_chat_parse(
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// "{\n"
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// " \"response\": \"Hello, world!\"\n"
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// "}",
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// common_chat_params_init(tmpl, inputs_tools).format));
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// test_template(tmpl, end_tokens, tool_call_message_with_id, tools,
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// "{\n"
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// " \"tool_calls\": [\n"
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// " {\n"
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// " \"name\": \"special_function\",\n"
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// " \"arguments\": {\n"
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// " \"arg1\": 1\n"
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// " },\n"
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// " \"id\": \"123456789\"\n"
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// " }\n"
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// " ]\n"
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// "}");
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// }
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// {
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// const common_chat_template tmpl(read_file(
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// "models/templates/mistralai-Mistral-Nemo-Instruct-2407.jinja"), "<s>", "</s>");
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// std::vector<std::string> end_tokens { "</s>" };
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// assert_equals(COMMON_CHAT_FORMAT_MISTRAL_NEMO, common_chat_params_init(tmpl, inputs_tools).format);
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// test_template(tmpl, end_tokens, text_message, tools, "Hello, world!", /* skip_grammar_test= */ true);
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// test_template(tmpl, end_tokens, tool_call_message_with_id, tools,
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// "[TOOL_CALLS][{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}, \"id\": \"123456789\"}]",
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// /* skip_grammar_test= */ true);
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// }
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// {
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// const common_chat_template tmpl(read_file(
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// "models/templates/NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja"), "<s>", "</s>");
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// std::vector<std::string> end_tokens { "<|im_end|>" };
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// assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_params_init(tmpl, inputs_tools).format);
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// assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_params_init(common_chat_template(read_file(
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// "models/templates/NousResearch-Hermes-3-Llama-3.1-8B-tool_use.jinja"), "<s>", "</s>"), inputs_tools).format);
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// assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_params_init(common_chat_template(read_file(
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// "models/templates/Qwen-Qwen2.5-7B-Instruct.jinja"), "<s>", "</s>"), inputs_tools).format);
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// test_template(tmpl, end_tokens, text_message, tools, "Hello, world!", /* skip_grammar_test= */ true);
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// test_template(tmpl, end_tokens, tool_call_message, tools,
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// "<tool_call>\n"
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// "{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
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// "</tool_call>");
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// test_template(tmpl, end_tokens, python_tool_call_message, tools,
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// "<tool_call>\n"
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// "{\"name\": \"python\", \"arguments\": {\"code\": \"print('hey')\"}}\n"
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// "</tool_call>");
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// }
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// {
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// const common_chat_template tmpl(read_file(
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// "models/templates/meta-llama-Llama-3.1-8B-Instruct.jinja"), "<s>", "</s>");
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// std::vector<std::string> end_tokens { "<|eom_id|>", "<|eot_id|>" };
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// assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X, common_chat_params_init(tmpl, inputs_tools).format);
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// assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS, common_chat_params_init(tmpl, inputs_tools_builtin).format);
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// assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS, common_chat_params_init(common_chat_template(read_file(
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// "models/templates/meta-llama-Llama-3.3-70B-Instruct.jinja"), "<s>", "</s>"), inputs_tools_builtin).format);
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// // test_template(tmpl, end_tokens, text_message, tools, R"(?)", /* skip_grammar_test= */ true);
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// test_template(tmpl, end_tokens, code_interpreter_tool_call_message, llama_3_1_tools,
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// "<|python_tag|>code_interpreter.call(code=\"print('hey')\")");
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// test_template(tmpl, end_tokens, python_tool_call_message, tools,
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// "<|python_tag|>python.call(code=\"print('hey')\")");
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// test_template(tmpl, end_tokens, tool_call_message, tools,
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// "{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}");
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// }
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// {
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// const common_chat_template tmpl(read_file(
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// "models/templates/meta-llama-Llama-3.2-3B-Instruct.jinja"), "<s>", "</s>");
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// std::vector<std::string> end_tokens { "<|eom_id|>", "<|eot_id|>" };
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// assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X, common_chat_params_init(tmpl, inputs_tools).format);
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// test_template(tmpl, end_tokens, text_message, tools,
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// "Hello, world!", /* skip_grammar_test= */ true);
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// test_template(tmpl, end_tokens, tool_call_message, tools,
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// "{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}");
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// }
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// {
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// const common_chat_template tmpl(read_file(
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// "models/templates/meetkai-functionary-medium-v3.1.jinja"), "<s>", "</s>");
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// std::vector<std::string> end_tokens { "<|eom_id|>", "<|eot_id|>" };
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// assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1, common_chat_params_init(tmpl, inputs_tools).format);
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// test_template(tmpl, end_tokens, text_message, tools,
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// "Hello, world!", /* skip_grammar_test= */ true);
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// test_template(tmpl, end_tokens, tool_call_message, tools,
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// "<function=special_function>{\"arg1\": 1}</function>");
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// }
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{
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const common_chat_template tmpl(read_file(
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"models/templates/meetkai-functionary-medium-v3.2.jinja"), "<s>", "</s>");
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const common_chat_template tmpl(read_file("models/templates/google-gemma-2-2b-it.jinja"), "<s>", "</s>");
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std::vector<std::string> end_tokens{ "<end_of_turn>" };
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assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_params_init(tmpl, inputs_no_tools).format);
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assert_equals(COMMON_CHAT_FORMAT_GENERIC, common_chat_params_init(tmpl, inputs_tools).format);
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assert_equals(COMMON_CHAT_FORMAT_GENERIC,
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common_chat_params_init(
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common_chat_template(read_file("models/templates/microsoft-Phi-3.5-mini-instruct.jinja"),
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"<s>", "</s>"),
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inputs_tools)
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.format);
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// Generic tool calls doesn't generate / parse content-only messages symmetrically.
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assert_msg_equals(msg_from_json(text_message),
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common_chat_parse("{\n"
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" \"response\": \"Hello, world!\"\n"
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"}",
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common_chat_params_init(tmpl, inputs_tools).format));
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test_template(tmpl, end_tokens, tool_call_message_with_id, tools,
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"{\n"
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" \"tool_calls\": [\n"
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" {\n"
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" \"name\": \"special_function\",\n"
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" \"arguments\": {\n"
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" \"arg1\": 1\n"
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" },\n"
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" \"id\": \"123456789\"\n"
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" }\n"
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" ]\n"
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"}");
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}
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{
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const common_chat_template tmpl(read_file("models/templates/mistralai-Mistral-Nemo-Instruct-2407.jinja"), "<s>",
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"</s>");
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std::vector<std::string> end_tokens{ "</s>" };
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assert_equals(COMMON_CHAT_FORMAT_MISTRAL_NEMO, common_chat_params_init(tmpl, inputs_tools).format);
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test_template(tmpl, end_tokens, text_message, tools, "Hello, world!", /* skip_grammar_test= */ true);
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test_template(
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tmpl, end_tokens, tool_call_message_with_id, tools,
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"[TOOL_CALLS][{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}, \"id\": \"123456789\"}]",
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/* skip_grammar_test= */ true);
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}
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{
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const common_chat_template tmpl(
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read_file("models/templates/NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use.jinja"), "<s>", "</s>");
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std::vector<std::string> end_tokens{ "<|im_end|>" };
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assert_equals(COMMON_CHAT_FORMAT_HERMES_2_PRO, common_chat_params_init(tmpl, inputs_tools).format);
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assert_equals(
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COMMON_CHAT_FORMAT_HERMES_2_PRO,
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common_chat_params_init(
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common_chat_template(read_file("models/templates/NousResearch-Hermes-3-Llama-3.1-8B-tool_use.jinja"),
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"<s>", "</s>"),
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inputs_tools)
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.format);
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assert_equals(
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COMMON_CHAT_FORMAT_HERMES_2_PRO,
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common_chat_params_init(
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common_chat_template(read_file("models/templates/Qwen-Qwen2.5-7B-Instruct.jinja"), "<s>", "</s>"),
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inputs_tools)
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.format);
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test_template(tmpl, end_tokens, text_message, tools, "Hello, world!", /* skip_grammar_test= */ true);
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test_template(tmpl, end_tokens, tool_call_message, tools,
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"<tool_call>\n"
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"{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}\n"
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"</tool_call>");
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test_template(tmpl, end_tokens, python_tool_call_message, tools,
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"<tool_call>\n"
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"{\"name\": \"python\", \"arguments\": {\"code\": \"print('hey')\"}}\n"
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"</tool_call>");
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}
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{
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const common_chat_template tmpl(read_file("models/templates/meta-llama-Llama-3.1-8B-Instruct.jinja"), "<s>",
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"</s>");
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std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" };
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assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X, common_chat_params_init(tmpl, inputs_tools).format);
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assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS,
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common_chat_params_init(tmpl, inputs_tools_builtin).format);
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assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS,
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common_chat_params_init(
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common_chat_template(read_file("models/templates/meta-llama-Llama-3.3-70B-Instruct.jinja"),
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"<s>", "</s>"),
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inputs_tools_builtin)
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.format);
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// test_template(tmpl, end_tokens, text_message, tools, R"(?)", /* skip_grammar_test= */ true);
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test_template(tmpl, end_tokens, code_interpreter_tool_call_message, llama_3_1_tools,
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"<|python_tag|>code_interpreter.call(code=\"print('hey')\")");
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test_template(tmpl, end_tokens, python_tool_call_message, tools,
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"<|python_tag|>python.call(code=\"print('hey')\")");
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test_template(tmpl, end_tokens, tool_call_message, tools,
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"{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}");
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}
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{
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const common_chat_template tmpl(read_file("models/templates/meta-llama-Llama-3.2-3B-Instruct.jinja"), "<s>",
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"</s>");
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std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" };
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assert_equals(COMMON_CHAT_FORMAT_LLAMA_3_X, common_chat_params_init(tmpl, inputs_tools).format);
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test_template(tmpl, end_tokens, text_message, tools, "Hello, world!", /* skip_grammar_test= */ true);
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test_template(tmpl, end_tokens, tool_call_message, tools,
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"{\"name\": \"special_function\", \"parameters\": {\"arg1\": 1}}");
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}
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{
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const common_chat_template tmpl(read_file("models/templates/meetkai-functionary-medium-v3.1.jinja"), "<s>",
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"</s>");
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std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" };
|
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|
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assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1,
|
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common_chat_params_init(tmpl, inputs_tools).format);
|
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|
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test_template(tmpl, end_tokens, text_message, tools, "Hello, world!", /* skip_grammar_test= */ true);
|
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test_template(tmpl, end_tokens, tool_call_message, tools,
|
||||
"<function=special_function>{\"arg1\": 1}</function>");
|
||||
}
|
||||
{
|
||||
const common_chat_template tmpl(read_file("models/templates/meetkai-functionary-medium-v3.2.jinja"), "<s>",
|
||||
"</s>");
|
||||
std::vector<std::string> end_tokens{ "<|eom_id|>", "<|eot_id|>" };
|
||||
|
||||
assert_equals(COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2, common_chat_params_init(tmpl, inputs_no_tools).format);
|
||||
|
|
@ -430,32 +454,31 @@ static void test_template_output_parsers() {
|
|||
|
||||
test_template(tmpl, end_tokens, text_message, {},
|
||||
"all\n"
|
||||
"Hello, world!", /* skip_grammar_test= */ true);
|
||||
"Hello, world!",
|
||||
/* skip_grammar_test= */ true);
|
||||
test_template(tmpl, end_tokens, tool_call_message, tools,
|
||||
"special_function\n"
|
||||
"{\"arg1\": 1}");
|
||||
}
|
||||
{
|
||||
const common_chat_template tmpl(read_file(
|
||||
"models/templates/fireworks-ai-llama-3-firefunction-v2.jinja"), "<s>", "</s>");
|
||||
const common_chat_template tmpl(read_file("models/templates/fireworks-ai-llama-3-firefunction-v2.jinja"), "<s>",
|
||||
"</s>");
|
||||
std::vector<std::string> end_tokens{ "<|eot_id|>" };
|
||||
|
||||
assert_equals(COMMON_CHAT_FORMAT_FIREFUNCTION_V2, common_chat_params_init(tmpl, inputs_tools).format);
|
||||
|
||||
test_template(tmpl, end_tokens, text_message, tools,
|
||||
"Hello, world!", /* skip_grammar_test= */ true);
|
||||
test_template(tmpl, end_tokens, text_message, tools, "Hello, world!", /* skip_grammar_test= */ true);
|
||||
test_template(tmpl, end_tokens, tool_call_message, tools,
|
||||
" functools[{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}]");
|
||||
}
|
||||
{
|
||||
const common_chat_template tmpl(read_file(
|
||||
"models/templates/deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja"), "<s>", "</s>");
|
||||
const common_chat_template tmpl(read_file("models/templates/deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja"),
|
||||
"<s>", "</s>");
|
||||
std::vector<std::string> end_tokens{ "<｜end▁of▁sentence｜>" };
|
||||
|
||||
assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, common_chat_params_init(tmpl, inputs_tools).format);
|
||||
|
||||
test_template(tmpl, end_tokens, text_message, tools,
|
||||
"Hello, world!", /* skip_grammar_test= */ true);
|
||||
test_template(tmpl, end_tokens, text_message, tools, "Hello, world!", /* skip_grammar_test= */ true);
|
||||
test_template(tmpl, end_tokens, tool_call_message, tools,
|
||||
"<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>special_function\n"
|
||||
"```json\n"
|
||||
|
|
@ -468,7 +491,9 @@ int main(int argc, char **argv) {
|
|||
#ifndef _WIN32
|
||||
if (argc > 1) {
|
||||
common_chat_inputs inputs;
|
||||
inputs.messages = {{{"role", "user"}, {"content", "Hey"}}};
|
||||
inputs.messages = {
|
||||
{ { "role", "user" }, { "content", "Hey" } }
|
||||
};
|
||||
inputs.tools = json::array({ special_function_tool });
|
||||
|
||||
std::cout << "| Template | Format |\n";
|
||||
|
|
@ -483,10 +508,10 @@ int main(int argc, char **argv) {
|
|||
common_chat_template tmpl(read_file(path), "", "");
|
||||
auto parts = string_split(path, "/");
|
||||
auto name = parts[parts.size() - 1];
|
||||
std::cout << "| " << name << " | " << common_chat_format_name(common_chat_params_init(tmpl, inputs).format) << " |\n";
|
||||
std::cout << "| " << name << " | " << common_chat_format_name(common_chat_params_init(tmpl, inputs).format)
|
||||
<< " |\n";
|
||||
}
|
||||
}
|
||||
else
|
||||
} else
|
||||
#endif
|
||||
{
|
||||
test_template_output_parsers();
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue